{"meta":{"query_hash":"d4dcd4ad15d6","filters":{"venue":"Ethics Medicine and Public Health"},"cohort_total":49,"direct_labels_cover":1,"predictions_cover":49,"exported":49,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d4dcd4ad15d6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ethics+Medicine+and+Public+Health"},"results":[{"id":"W1580244572","doi":"10.1016/j.jemep.2015.04.012","title":"Le diagnostic précoce de la maladie d’Alzheimer : panacée ou catastrophe ?","year":2015,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Gynecology; Humanities; Medicine; Philosophy; Psychology","score_opus":0.21327630789292,"score_gpt":0.44159308125591845,"score_spread":0.22831677336299847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580244572","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045856745,0.5018815,0.00046058994,0.4772728,0.0008427234,0.0007519181,0.00015128183,0.00007313175,0.013980357],"genre_scores_gemma":[0.90966403,0.06498296,0.0006465624,0.020442767,0.0029164196,0.00009640398,0.00050500646,0.00009070341,0.00065511785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919109,0.0032402887,0.0007057747,0.0006637371,0.001387171,0.0020921454],"domain_scores_gemma":[0.9836638,0.00690904,0.00023221612,0.00063777616,0.000611014,0.007946178],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011208184,0.0004552005,0.000860688,0.0003115544,0.00052703,0.00008910159,0.00024341271,0.00061058067,0.0003803701],"category_scores_gemma":[0.018264884,0.00038203402,0.00009004591,0.0006148339,0.00229343,0.00029724956,0.0001596209,0.0027636397,0.00017692253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035234386,0.0041271276,0.10730745,0.0035555467,0.014160174,0.004846811,0.045110736,0.000007900543,0.0000022770962,0.18556994,0.48346636,0.15149333],"study_design_scores_gemma":[0.01654998,0.007177278,0.04107429,0.0042526266,0.0020974497,0.0017373131,0.025923483,0.00052993925,0.000009139585,0.009405033,0.89052844,0.0007150466],"about_ca_topic_score_codex":0.023921428,"about_ca_topic_score_gemma":0.00054307206,"teacher_disagreement_score":0.9050784,"about_ca_system_score_codex":0.00041990986,"about_ca_system_score_gemma":0.03419687,"threshold_uncertainty_score":0.99986315},"labels":[],"label_agreement":null},{"id":"W1767205594","doi":"10.1016/j.jemep.2015.07.012","title":"Stigmatisations, handicaps et identités à l’épreuve de l’éthique ethnomédicale","year":2015,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Sociology; Philosophy","score_opus":0.5066323855234942,"score_gpt":0.5422969805899388,"score_spread":0.03566459506644459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1767205594","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013299895,0.06792674,0.023356963,0.8668006,0.004739658,0.0014509079,0.00009867462,0.00020481253,0.022121733],"genre_scores_gemma":[0.14531702,0.10308794,0.004841134,0.72900105,0.0055358526,0.00014115269,0.00032638057,0.000119792596,0.011629669],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.954625,0.03688605,0.0025788858,0.0009216652,0.0021015897,0.0028867885],"domain_scores_gemma":[0.9711531,0.018015865,0.000954699,0.00088506646,0.0013400018,0.007651297],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.13688593,0.0005366185,0.0013899232,0.0004185637,0.0022044482,0.00007297906,0.00044916378,0.0068975366,0.0013939014],"category_scores_gemma":[0.089501664,0.0004732721,0.000109510445,0.0011451122,0.0019638597,0.0006413817,0.0002664639,0.031266727,0.0002645229],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008905399,0.00014548837,0.003671225,0.003038126,0.0000464981,0.000019260153,0.4258058,0.0000010044934,0.0000011378971,0.139655,0.41517058,0.012436949],"study_design_scores_gemma":[0.0028244944,0.00087031286,0.0044230395,0.0033308123,0.000048186044,0.00006192998,0.24991101,0.00048030927,2.2908453e-7,0.014645702,0.7231264,0.00027759527],"about_ca_topic_score_codex":0.06742542,"about_ca_topic_score_gemma":0.0134896645,"teacher_disagreement_score":0.3079558,"about_ca_system_score_codex":0.0014453394,"about_ca_system_score_gemma":0.056669477,"threshold_uncertainty_score":0.9997719},"labels":[],"label_agreement":null},{"id":"W2412793735","doi":"10.1016/j.jemep.2016.03.005","title":"A broad ethics model for mental health practice","year":2016,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Beneficence; Mental health; Meta-ethics; Context (archaeology); Nursing ethics; Information ethics; Economic Justice; Psychology; Engineering ethics; Dignity; Ethical code; Normative ethics; Autonomy; Political science; Law; Psychotherapist; Psychiatry","score_opus":0.5353472186709234,"score_gpt":0.6311860620141929,"score_spread":0.09583884334326953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412793735","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001164339,0.0028254502,0.22172454,0.7641672,0.0016909331,0.0017537914,0.00010137416,0.00017774243,0.0074425223],"genre_scores_gemma":[0.042757165,0.05183257,0.023100222,0.8745855,0.0020411129,0.00030748625,0.00009342215,0.000104333834,0.005178199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9727099,0.019472798,0.0021618835,0.00097475766,0.0024412728,0.002239419],"domain_scores_gemma":[0.85503566,0.13844994,0.0015195932,0.00077697093,0.0018771343,0.0023407165],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1591353,0.0003596239,0.0008715662,0.0002717296,0.0065648183,0.000022004886,0.00043261552,0.0016255798,0.00026274033],"category_scores_gemma":[0.3549009,0.00023019,0.000067697845,0.00040415232,0.0012955094,0.0007812003,0.00026178855,0.018423598,0.00007348369],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001259053,0.00013753473,0.0001324149,0.0023491953,0.00005259387,0.0000014328506,0.23450233,3.6636996e-7,0.00001550623,0.43376938,0.30070627,0.028207088],"study_design_scores_gemma":[0.0036402745,0.0008984685,0.000036045738,0.0021333804,0.000017735487,0.000020952444,0.047969706,0.0016883129,2.8092114e-7,0.047822114,0.8955384,0.00023436711],"about_ca_topic_score_codex":0.0035845032,"about_ca_topic_score_gemma":0.002851869,"teacher_disagreement_score":0.5948321,"about_ca_system_score_codex":0.000830214,"about_ca_system_score_gemma":0.027019426,"threshold_uncertainty_score":0.9996705},"labels":[],"label_agreement":null},{"id":"W2519715790","doi":"10.1016/j.jemep.2015.10.022","title":"The right to live and the right to die","year":2015,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Autonomy; Competence (human resources); Right to die; Legislation; Argument (complex analysis); Quality of life (healthcare); Assisted suicide; Psychology; Wish; Medicine; Physician assisted suicide; Nursing; Social psychology; Law; Psychiatry; Sociology; Political science","score_opus":0.3089518675412045,"score_gpt":0.5552337156748285,"score_spread":0.24628184813362397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519715790","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023394076,0.0053244517,0.0014900191,0.92920995,0.0023531117,0.0015040933,0.0000065611757,0.0000680705,0.057704337],"genre_scores_gemma":[0.14662902,0.010788529,0.00082902017,0.83213276,0.0032507132,0.0002542448,0.000010892902,0.00004168829,0.0060631083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.980756,0.014998631,0.0009985593,0.000475554,0.0016357639,0.001135517],"domain_scores_gemma":[0.90236557,0.09233308,0.0003603791,0.0007895339,0.0011258929,0.0030255406],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12281664,0.00021628174,0.00052383274,0.00011991858,0.0054834504,0.000051734827,0.0005015285,0.0005380135,0.0002147902],"category_scores_gemma":[0.21305361,0.000095340365,0.000023947647,0.00044308297,0.0016390078,0.0001537799,0.00048047488,0.011817162,0.00028566306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001059669,0.000019942418,0.0002495942,0.00019822155,0.00002438849,0.0000069513944,0.26878434,1.4341101e-7,4.652537e-7,0.32881448,0.39597267,0.0058227982],"study_design_scores_gemma":[0.0015717279,0.00036937234,0.00035918833,0.00035979509,0.000014574669,0.000008519648,0.061376926,0.000036720983,1.9908941e-7,0.07443767,0.86136734,0.00009794955],"about_ca_topic_score_codex":0.0071805483,"about_ca_topic_score_gemma":0.010966308,"teacher_disagreement_score":0.46539468,"about_ca_system_score_codex":0.00019154047,"about_ca_system_score_gemma":0.004476126,"threshold_uncertainty_score":0.9994307},"labels":[],"label_agreement":null},{"id":"W2556266947","doi":"10.1016/j.jemep.2016.10.010","title":"Personhood, preemptive suicide, and legislation","year":2016,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Legislation; Personhood; Interpretation (philosophy); Assisted suicide; Law; Decriminalization; Poison control; Political science; Business; Medicine; Computer science; Environmental health","score_opus":0.18219605545721201,"score_gpt":0.418861848776222,"score_spread":0.23666579331901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556266947","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18436435,0.0032126708,0.001654422,0.78204197,0.00035164753,0.00034642604,0.000009044666,0.00009422072,0.027925247],"genre_scores_gemma":[0.96739745,0.015331708,0.000118801756,0.015062301,0.0008404732,0.000005519805,0.0000052663027,0.000010888395,0.0012275971],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771816,0.00069747306,0.00028824675,0.0002852718,0.0005088317,0.00050202187],"domain_scores_gemma":[0.9973622,0.0015378683,0.00014885429,0.00015124472,0.00019049585,0.00060934765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006454293,0.00011932468,0.00025550224,0.00013334441,0.000893757,0.00004835825,0.00011151675,0.00020713844,0.00019585287],"category_scores_gemma":[0.004070066,0.00007582987,0.00002036244,0.00020665661,0.001076584,0.00036831733,0.000029048077,0.00039781872,0.000009282567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011697313,0.000028915709,0.07926134,0.00005495487,0.000023968225,0.0000028372958,0.4455049,1.9231164e-8,0.000030712992,0.3506731,0.008921084,0.11548648],"study_design_scores_gemma":[0.0017243047,0.00047913112,0.06483122,0.0005785815,0.000017020282,0.000009353965,0.08572127,0.000015002561,0.0000054682405,0.012608713,0.8337125,0.00029742956],"about_ca_topic_score_codex":0.013697485,"about_ca_topic_score_gemma":0.013328199,"teacher_disagreement_score":0.82479143,"about_ca_system_score_codex":0.000075240765,"about_ca_system_score_gemma":0.0011675013,"threshold_uncertainty_score":0.9928704},"labels":[],"label_agreement":null},{"id":"W2721428074","doi":"10.1016/j.jemep.2017.05.006","title":"Que pense le public de la prévention dans le contexte de la médecine prédictive ? Réflexions issues d’une série de quatre délibérations prospectives","year":2017,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Philosophy","score_opus":0.13199815363203146,"score_gpt":0.49001352943082155,"score_spread":0.35801537579879006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2721428074","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05686689,0.016019428,0.030530898,0.84502614,0.0010520944,0.001977582,0.00011740806,0.00017258362,0.048236996],"genre_scores_gemma":[0.8806599,0.051169552,0.0025434827,0.050345708,0.0035886986,0.0003488432,0.00019119337,0.00012028466,0.011032388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9653995,0.02811844,0.0017853599,0.0010123834,0.001001827,0.002682457],"domain_scores_gemma":[0.9792556,0.013678649,0.001462715,0.0012801735,0.0011040076,0.0032188462],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.06380001,0.00059714116,0.0013315016,0.0003257683,0.014695459,0.00031456296,0.00064280635,0.0032740731,0.0004954725],"category_scores_gemma":[0.04616168,0.0005550625,0.00019466267,0.0006417385,0.006392638,0.0012630059,0.00024583953,0.012398385,0.000026739268],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003617806,0.00077903096,0.028603395,0.0022884116,0.00012726676,0.000037869213,0.36602294,0.0000012652442,0.000059144295,0.52567744,0.07175363,0.0046133925],"study_design_scores_gemma":[0.0059554563,0.0012284953,0.175195,0.0038061347,0.000092099755,0.0001671768,0.3160022,0.00096327614,0.0000062044496,0.12375302,0.37240225,0.00042870807],"about_ca_topic_score_codex":0.1714197,"about_ca_topic_score_gemma":0.03646426,"teacher_disagreement_score":0.82379293,"about_ca_system_score_codex":0.0014579549,"about_ca_system_score_gemma":0.07018129,"threshold_uncertainty_score":0.9996901},"labels":[],"label_agreement":null},{"id":"W2898011923","doi":"10.1016/j.jemep.2018.08.002","title":"L’enseignement de la santé publique en odontologie : les enjeux d’un diplôme d’études spécialisées (DES)","year":2018,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.2488573564663933,"score_gpt":0.538787766247939,"score_spread":0.2899304097815457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898011923","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03837478,0.033848487,0.0027745354,0.8521659,0.0053105764,0.0012280626,0.00008891006,0.00021763564,0.06599115],"genre_scores_gemma":[0.56422734,0.10563743,0.004569283,0.30216992,0.020662569,0.00022831817,0.00014399033,0.0001112772,0.002249885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9684214,0.023595583,0.0021066002,0.00088744663,0.0012903222,0.0036986724],"domain_scores_gemma":[0.97005486,0.02096892,0.001025861,0.00095694,0.003258414,0.0037350198],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.071333565,0.0005996844,0.0011205631,0.00066308846,0.0053228936,0.00015022524,0.0006456852,0.0028429537,0.0049735443],"category_scores_gemma":[0.074617945,0.00051387044,0.000088044966,0.0012186021,0.004782553,0.000594043,0.00041054393,0.0066125267,0.00008953837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016202564,0.00022481881,0.0013126542,0.0027456847,0.000049705777,0.0000047958397,0.24404998,6.072603e-8,0.0000048906436,0.28903714,0.33483896,0.12771513],"study_design_scores_gemma":[0.001109119,0.0013157817,0.036666043,0.0016863982,0.000035176305,0.00006690785,0.13709205,0.00007956919,0.0000016846144,0.02931684,0.79230833,0.00032210335],"about_ca_topic_score_codex":0.16635102,"about_ca_topic_score_gemma":0.02020775,"teacher_disagreement_score":0.54999596,"about_ca_system_score_codex":0.0029211857,"about_ca_system_score_gemma":0.059638903,"threshold_uncertainty_score":0.9997313},"labels":[],"label_agreement":null},{"id":"W2955325191","doi":"10.1016/j.jemep.2019.05.004","title":"Moral tradition and medical science","year":2019,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Judaism; Normative; Norm (philosophy); Ideology; Scientism; Epistemology; Relation (database); Fundamentalism; Philosophy; Sociology; Law; Politics; Political science; Theology; Computer science","score_opus":0.4485142095510273,"score_gpt":0.5896556798286853,"score_spread":0.141141470277658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955325191","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079707585,0.001136337,0.0006231709,0.8453885,0.0019566696,0.00054314506,0.0000042915176,0.000089843816,0.07055046],"genre_scores_gemma":[0.7860978,0.0040939534,0.00040412252,0.20814322,0.0008147359,0.000017199602,0.000015396772,0.00001565939,0.00039786389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99101484,0.004127537,0.00075418496,0.0005283628,0.0026782008,0.0008968926],"domain_scores_gemma":[0.97626936,0.020336991,0.00031879856,0.00039097524,0.00051483075,0.0021690342],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09370065,0.00015011824,0.00041250553,0.00027605658,0.0024348083,0.000019827203,0.00029759368,0.0007036312,0.0019397892],"category_scores_gemma":[0.09265767,0.000110237415,0.000013317657,0.00062759296,0.0030796002,0.00048306095,0.00019535338,0.013343057,0.000112775015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110614465,0.000039294722,0.022054175,0.0011758793,0.0000074768886,0.0000057734333,0.04191924,2.4975746e-8,0.000013518774,0.9077844,0.014861251,0.01212792],"study_design_scores_gemma":[0.004943639,0.0015859122,0.055777617,0.0034452567,0.000020671509,0.00012661639,0.11014514,0.0017954886,9.474728e-7,0.21538678,0.6063229,0.00044907213],"about_ca_topic_score_codex":0.0021949927,"about_ca_topic_score_gemma":0.00029760748,"teacher_disagreement_score":0.70639026,"about_ca_system_score_codex":0.00016648548,"about_ca_system_score_gemma":0.011911086,"threshold_uncertainty_score":0.99963343},"labels":[],"label_agreement":null},{"id":"W2980900202","doi":"10.1016/j.jemep.2019.05.008","title":"Bio-banque : appliquer le modèle médical à l’anthropologie. Constat et réflexion autour des interventions sur les vestiges humains archéologiques et ethnographiques","year":2019,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Muséum National d'Histoire Naturelle","keywords":"Humanities; Ethnography; Sociology; Ethnology; Anthropology; Art","score_opus":0.8481356875393481,"score_gpt":0.6408177830618446,"score_spread":0.20731790447750353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980900202","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043631956,0.075122796,0.030681288,0.83676136,0.0015794601,0.0014636323,0.00010623346,0.0003559029,0.0102973925],"genre_scores_gemma":[0.6115997,0.3275588,0.0052397656,0.05130669,0.0006188252,0.00008212872,0.00023653197,0.0000890278,0.0032685383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.980866,0.011020586,0.0023499988,0.0014163633,0.0021114894,0.0022355525],"domain_scores_gemma":[0.92679507,0.06595179,0.0007680377,0.0012766123,0.0025550236,0.0026534577],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08368279,0.0006553027,0.0017131192,0.0009747846,0.0010853964,0.00017139045,0.0006636095,0.0032890849,0.0018128529],"category_scores_gemma":[0.107392535,0.00053688575,0.00037403393,0.0010181068,0.023154747,0.00051301933,0.00069565716,0.020529054,0.00007243401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107021384,0.0011732781,0.03342341,0.0137661295,0.0002564102,0.000066031644,0.017466158,0.000004252059,0.00009294834,0.8901057,0.012751627,0.030787023],"study_design_scores_gemma":[0.0053038807,0.017848719,0.028117085,0.03508068,0.00014754084,0.00022731505,0.06478159,0.00068332977,0.00009869329,0.6576108,0.18913575,0.00096462446],"about_ca_topic_score_codex":0.04451628,"about_ca_topic_score_gemma":0.03311027,"teacher_disagreement_score":0.78545463,"about_ca_system_score_codex":0.00049016776,"about_ca_system_score_gemma":0.018591652,"threshold_uncertainty_score":0.9997083},"labels":[],"label_agreement":null},{"id":"W3002230708","doi":"10.1016/j.jemep.2019.100439","title":"Réflexions éthiques sur le dépistage génétique préconceptionnel en population générale : le débat français et l’avis de la Société Française de Médecine Prédictive et Personnalisée","year":2020,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.09871500150754463,"score_gpt":0.39258352252725376,"score_spread":0.2938685210197091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002230708","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06303386,0.028068326,0.062610134,0.8388519,0.00038067787,0.00074264954,0.00027100882,0.0002710157,0.0057703806],"genre_scores_gemma":[0.822592,0.014990899,0.0030107973,0.1560052,0.0021715371,0.000050583134,0.0007162182,0.00008248191,0.00038024277],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99070984,0.005615651,0.0009337784,0.0007372111,0.0008257743,0.0011777447],"domain_scores_gemma":[0.98666626,0.009677846,0.0004079673,0.00038364826,0.0004992869,0.0023649784],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012121204,0.00048021713,0.0010210485,0.0002251434,0.00070622,0.00013086999,0.00025926507,0.0012247378,0.00028722137],"category_scores_gemma":[0.03203499,0.00048453314,0.00015875207,0.0006152548,0.0010270663,0.0006524891,0.0001650719,0.004749258,0.000015442192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023222511,0.0007846612,0.07251479,0.0026636787,0.00022130736,0.00014751984,0.4387929,0.00009762581,0.000194828,0.4271587,0.045392673,0.0117990635],"study_design_scores_gemma":[0.024338517,0.0067928564,0.56875557,0.010809916,0.00052429584,0.0005913562,0.12087139,0.02054151,0.00010570626,0.043157745,0.2018456,0.0016655547],"about_ca_topic_score_codex":0.15997784,"about_ca_topic_score_gemma":0.0030523269,"teacher_disagreement_score":0.7595582,"about_ca_system_score_codex":0.0004233104,"about_ca_system_score_gemma":0.0094997315,"threshold_uncertainty_score":0.9997606},"labels":[],"label_agreement":null},{"id":"W3021136964","doi":"10.1016/j.jemep.2020.100516","title":"Commentary on an article by Alberto Quintavalla & Klaus Heine. Recognizing the importance of the right to health as a prerequisite to rights hierarchization","year":2020,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Human rights; Right to health; Politics; Fundamental rights; Argument (complex analysis); Political science; Right to property; Law; Social rights; Sociology; Law and economics; Humanities; Philosophy","score_opus":0.11864498875350299,"score_gpt":0.4044400700078359,"score_spread":0.2857950812543329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021136964","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20707218,0.00020445592,0.0004255234,0.7893528,0.00017809148,0.0007390574,0.000008229795,0.0000268284,0.0019928424],"genre_scores_gemma":[0.4746347,0.00019872966,0.00032269768,0.5241657,0.00037312906,0.000013741882,0.000025604519,0.000008938013,0.00025677658],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964394,0.0014154513,0.0005249707,0.0003339832,0.0008110777,0.00047514486],"domain_scores_gemma":[0.9976309,0.00060757186,0.00021116887,0.00027719254,0.00014750917,0.0011256621],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0053872275,0.00013180864,0.00027302085,0.000058336045,0.0017201024,0.000059296573,0.0003374788,0.00007346745,0.0002924185],"category_scores_gemma":[0.0009384922,0.00006789719,0.000023885617,0.0005818252,0.0002517217,0.0001286467,0.000074656054,0.00053079723,0.000016175994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003091553,0.000083112325,0.002202552,0.00005205997,0.000018153762,7.0861086e-7,0.6379532,0.0000028884597,0.00001758489,0.060877573,0.29273987,0.006021338],"study_design_scores_gemma":[0.00028789177,0.00069107546,0.0013402976,0.00015093283,0.0000031401858,7.7465006e-7,0.0046180272,0.000016763188,0.000017340242,0.00858877,0.98418146,0.00010349626],"about_ca_topic_score_codex":0.020888666,"about_ca_topic_score_gemma":0.09913294,"teacher_disagreement_score":0.6914416,"about_ca_system_score_codex":0.00015421197,"about_ca_system_score_gemma":0.0010688537,"threshold_uncertainty_score":0.99957955},"labels":[],"label_agreement":null},{"id":"W3028463743","doi":"10.1016/j.jemep.2020.100527","title":"Death and dying: From assisted suicide to COVID-19 and back","year":2020,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Assisted suicide; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Criminology; Political science; Sociology; Medicine; Virology; Law; Nursing; Pathology","score_opus":0.6532046102641399,"score_gpt":0.5607888424740639,"score_spread":0.09241576779007599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028463743","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07929804,0.0015887736,0.009120116,0.90188766,0.00019840017,0.00087471644,0.000029823777,0.000079627745,0.006922868],"genre_scores_gemma":[0.23934561,0.002319385,0.0008401032,0.7555893,0.00042063778,0.000039805553,0.0000694622,0.000023105842,0.0013525622],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966932,0.0014162129,0.00052368006,0.00046468538,0.00035461262,0.00054759654],"domain_scores_gemma":[0.99409753,0.0026268123,0.00015372041,0.0002203048,0.00008235717,0.002819267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039786072,0.00017394856,0.00044385428,0.00013725966,0.0007574135,0.000028616905,0.00011076864,0.0002006152,0.0006300433],"category_scores_gemma":[0.005207741,0.00013511557,0.000012326672,0.0002623831,0.00012515542,0.00010079329,0.00029694324,0.0010792187,0.000063569285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002758232,0.00005335219,0.04835565,0.0039805514,0.000097709664,0.000037617836,0.5476384,4.151056e-7,0.00005162573,0.028777601,0.34199682,0.028734438],"study_design_scores_gemma":[0.0016726879,0.00046194452,0.021028992,0.00027596494,0.000015991975,0.0000022142972,0.0379732,0.00006835453,1.5570762e-7,0.00087390136,0.9375004,0.0001261779],"about_ca_topic_score_codex":0.009207949,"about_ca_topic_score_gemma":0.0010706497,"teacher_disagreement_score":0.59550357,"about_ca_system_score_codex":0.00008203681,"about_ca_system_score_gemma":0.0014649882,"threshold_uncertainty_score":0.9973898},"labels":[],"label_agreement":null},{"id":"W3031212146","doi":"10.1016/j.jemep.2020.100539","title":"Une approche éthique de la question du confinement des personnes âgées en contexte de pandémie COVID-19 : la prévention des fragilités face au risque de vulnérabilité","year":2020,"lang":"fr","type":"review","venue":"Ethics Medicine and Public Health","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Philosophy; Medicine","score_opus":0.18761176050331582,"score_gpt":0.4946207658643879,"score_spread":0.3070090053610721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031212146","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00431443,0.42900613,0.111377046,0.4484655,0.00050625816,0.003466188,0.00010544355,0.00024348592,0.0025155286],"genre_scores_gemma":[0.015416873,0.86892986,0.005004912,0.105416365,0.0032185349,0.00077200256,0.0004357636,0.00013760825,0.0006680961],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.8748799,0.11568686,0.0034304764,0.0015234784,0.0013096198,0.0031696865],"domain_scores_gemma":[0.9155519,0.07357478,0.0017681693,0.0007831552,0.0010313004,0.007290701],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.16176549,0.0010975031,0.0033174774,0.00032818646,0.004730572,0.000088011584,0.000575693,0.007334979,0.00069227896],"category_scores_gemma":[0.15914826,0.00090352556,0.00040686125,0.0013168928,0.004880533,0.00027020928,0.00021591593,0.021006893,0.000032616408],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003819694,0.00026664045,0.0037382685,0.19908999,0.00018498964,0.0000504586,0.575386,0.0000044604467,0.0000027551275,0.032743182,0.0097734565,0.1787216],"study_design_scores_gemma":[0.0020738468,0.0010870883,0.0014422189,0.031235578,0.0003387441,0.00029334787,0.22514586,0.00046117688,2.4847947e-7,0.011793728,0.7256702,0.00045792363],"about_ca_topic_score_codex":0.14224029,"about_ca_topic_score_gemma":0.019664885,"teacher_disagreement_score":0.7158968,"about_ca_system_score_codex":0.008632423,"about_ca_system_score_gemma":0.10035543,"threshold_uncertainty_score":0.99934155},"labels":[],"label_agreement":null},{"id":"W3089658184","doi":"10.1016/j.jemep.2020.100590","title":"Toward a unified health work ethics code","year":2020,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ethical code; Code (set theory); Medical ethics; Association (psychology); Mental health; Engineering ethics; Computer science; Political science; Medicine; Law; Psychology; Engineering; Programming language; Psychiatry","score_opus":0.698311841779979,"score_gpt":0.5990225802494588,"score_spread":0.0992892615305202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089658184","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057294517,0.0056309397,0.023878427,0.95110375,0.0018482389,0.0011924985,0.000028926324,0.00042898286,0.015315302],"genre_scores_gemma":[0.20573558,0.0199556,0.0026767098,0.76838213,0.002606065,0.00005540708,0.000092188995,0.00007097121,0.00042537227],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9574545,0.03364252,0.0025214595,0.0011033328,0.002985679,0.0022925031],"domain_scores_gemma":[0.9227734,0.068738654,0.0013341797,0.00075013924,0.0011699849,0.0052336077],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08624341,0.00039965776,0.0011956891,0.00020454612,0.004574353,0.000032659333,0.00061041676,0.0019507124,0.0010604236],"category_scores_gemma":[0.23799968,0.00032271264,0.00006224938,0.0015337832,0.0013690934,0.00027839094,0.0004015898,0.05684891,0.00025832825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069896545,0.000060877057,0.0024809083,0.005329429,0.0000448107,0.000015826106,0.45096496,6.4464604e-7,0.0000016518404,0.24498649,0.28803226,0.00801222],"study_design_scores_gemma":[0.0017010539,0.0008569886,0.0007680014,0.0015320447,0.000013433079,0.0000070533474,0.11495067,0.000094006224,1.3234211e-7,0.013393923,0.8664398,0.00024289724],"about_ca_topic_score_codex":0.005626088,"about_ca_topic_score_gemma":0.0015344144,"teacher_disagreement_score":0.5784075,"about_ca_system_score_codex":0.00038918687,"about_ca_system_score_gemma":0.024526365,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W3089792060","doi":"10.1016/j.jemep.2020.100596","title":"Au-delà de l’évaluation des bénéfices : réflexion sur les conséquences inattendues de la télésanté","year":2020,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"cons; Medicine; Humanities; Philosophy; Computer science","score_opus":0.6968980084001323,"score_gpt":0.5136195887740195,"score_spread":0.1832784196261128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089792060","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18836401,0.0876088,0.015101474,0.7039719,0.00068909634,0.0004634797,0.0001342589,0.00006933371,0.0035976048],"genre_scores_gemma":[0.6905695,0.06980718,0.0057022735,0.23045397,0.0026220218,0.000059737053,0.00009908094,0.0000569105,0.0006293149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9834304,0.009323306,0.0045117317,0.0009254002,0.00039014785,0.0014190419],"domain_scores_gemma":[0.9783664,0.016575247,0.0026982997,0.0003686306,0.00040377857,0.0015876787],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12801789,0.00036980046,0.0014870146,0.00041662256,0.0011799238,0.00021630278,0.00036069183,0.0008959752,0.000837184],"category_scores_gemma":[0.07627597,0.00044422576,0.00009937248,0.00057188,0.002049059,0.0009220682,0.000087773115,0.0018426063,0.000117230345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001858475,0.00014297757,0.1638991,0.00865044,0.00012520458,0.000006241888,0.35806325,0.00007326493,0.000004088283,0.3696354,0.049234178,0.050147284],"study_design_scores_gemma":[0.0020759294,0.0012983007,0.090005845,0.0025026798,0.000040861043,0.00008293908,0.11190857,0.025035372,0.0000025553354,0.10114187,0.6652139,0.0006912008],"about_ca_topic_score_codex":0.06808748,"about_ca_topic_score_gemma":0.0045153596,"teacher_disagreement_score":0.6159797,"about_ca_system_score_codex":0.001793817,"about_ca_system_score_gemma":0.009695919,"threshold_uncertainty_score":0.999801},"labels":[],"label_agreement":null},{"id":"W3091496294","doi":"10.1016/j.jemep.2020.100598","title":"Intégration de l’IA en santé au Québec : enjeux légaux","year":2020,"lang":"fr","type":"article","venue":"Ethics Medicine and Public Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.43992060988568066,"score_gpt":0.5292179882618284,"score_spread":0.08929737837614776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091496294","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06916017,0.049950194,0.010250243,0.86555487,0.0029544157,0.0005719615,0.000011924058,0.00008639942,0.0014598331],"genre_scores_gemma":[0.76376826,0.034186672,0.00046906923,0.18609437,0.014882853,0.000023538614,0.00009388717,0.000038092727,0.00044326813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422836,0.0019376896,0.0012580043,0.00057355704,0.0007000586,0.0013023482],"domain_scores_gemma":[0.9914374,0.004146702,0.00033793846,0.00033783785,0.000656275,0.0030838936],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00993301,0.00031488662,0.00067748484,0.00020647323,0.00073908875,0.00004757806,0.00017950873,0.0007756687,0.0011257422],"category_scores_gemma":[0.030995285,0.00028592523,0.00006631269,0.00073483365,0.00070546754,0.0002844182,0.000060211412,0.0031981748,0.00018278805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037708935,0.00010146266,0.022756772,0.002890875,0.00003660424,0.000013170177,0.38736957,0.0000026064615,0.000037629416,0.013856235,0.044512782,0.52838457],"study_design_scores_gemma":[0.00034613314,0.0040174765,0.024929412,0.0024070558,0.00010707547,0.00013195301,0.16665386,0.00547136,0.000082627346,0.0038772863,0.7916109,0.00036488503],"about_ca_topic_score_codex":0.56900054,"about_ca_topic_score_gemma":0.118661985,"teacher_disagreement_score":0.7470981,"about_ca_system_score_codex":0.0019928264,"about_ca_system_score_gemma":0.05016633,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W3138309531","doi":"10.1016/j.jemep.2021.100659","title":"Treating strangeness: Medicine and human dignity at the time of COVID-19","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Dignity; Hospitality; Openness to experience; Coronavirus disease 2019 (COVID-19); Service (business); Health care; Strangeness; Sociology; Political science; Public relations; Law; Medicine; Psychology; Tourism; Business; Social psychology","score_opus":0.3815250387295738,"score_gpt":0.5462955886792922,"score_spread":0.1647705499497184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138309531","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24528238,0.010710501,0.00031917266,0.7319773,0.00030204447,0.0007085966,0.000037645506,0.000068842215,0.010593561],"genre_scores_gemma":[0.5095073,0.016414596,0.00014874127,0.46531597,0.0023147026,0.00006822862,0.00037263564,0.000054593707,0.005803222],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99032414,0.005984319,0.0013850046,0.00050776335,0.0009096341,0.00088916795],"domain_scores_gemma":[0.98215926,0.014373572,0.0006180736,0.0005808715,0.0005758609,0.0016923588],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025707494,0.0002596774,0.001008639,0.00012483473,0.0039702575,0.000006353954,0.00017352309,0.0007500801,0.0023924706],"category_scores_gemma":[0.018257244,0.00015451675,0.00004813156,0.00063812704,0.0015037077,0.000095334726,0.00019136613,0.0037462078,0.000009791642],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023667008,0.00009386905,0.0451455,0.00934063,0.000098398465,0.000025183126,0.7316038,3.4048534e-7,0.00044798807,0.019725766,0.18430848,0.009186385],"study_design_scores_gemma":[0.004163752,0.0008709367,0.016372142,0.001490907,0.00006811735,0.00004291453,0.2663796,0.000039092396,0.0000042812335,0.002276575,0.7080953,0.00019633485],"about_ca_topic_score_codex":0.016389623,"about_ca_topic_score_gemma":0.008880707,"teacher_disagreement_score":0.52378684,"about_ca_system_score_codex":0.00031120045,"about_ca_system_score_gemma":0.00892144,"threshold_uncertainty_score":0.9985522},"labels":[],"label_agreement":null},{"id":"W3162916146","doi":"10.1016/j.jemep.2021.100676","title":"Addressing poverty in the clinical encounter: The need for routine screening and active response strategies","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Poverty; Medicine; Psychology; Economic growth; Economics","score_opus":0.59276694745305,"score_gpt":0.6092273736532136,"score_spread":0.016460426200163525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162916146","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053940546,0.0034912063,0.0017503679,0.93638235,0.0005927633,0.0009267034,0.000035283992,0.00003092171,0.0028498345],"genre_scores_gemma":[0.37820792,0.0048296065,0.0005280183,0.6150485,0.00095064146,0.00009617783,0.000047367874,0.000018007411,0.000273738],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98794,0.009405926,0.0010661742,0.0003607208,0.00045048475,0.00077667396],"domain_scores_gemma":[0.9496126,0.048937105,0.0003682871,0.00038541364,0.00039970697,0.00029686274],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040595524,0.00016845851,0.00055576983,0.00010877027,0.002070954,0.00005173253,0.00020072401,0.00037513362,0.000066072476],"category_scores_gemma":[0.017076142,0.0000870421,0.000047919188,0.00037548091,0.00036641292,0.00024509177,0.00013345265,0.0036697667,0.0000011990021],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022540716,0.00015126087,0.056658052,0.0026644727,0.000096333395,0.00004007411,0.4811922,6.2715424e-7,0.000013449349,0.0505338,0.2413323,0.16506335],"study_design_scores_gemma":[0.002911542,0.00043282215,0.17594108,0.00050664815,0.000015451202,0.00001711534,0.33940285,0.00008374635,1.7529067e-7,0.0028249538,0.4777614,0.00010220191],"about_ca_topic_score_codex":0.0025734783,"about_ca_topic_score_gemma":0.0070273844,"teacher_disagreement_score":0.3242674,"about_ca_system_score_codex":0.00014157308,"about_ca_system_score_gemma":0.013574029,"threshold_uncertainty_score":0.99922824},"labels":[],"label_agreement":null},{"id":"W3170532401","doi":"10.1016/j.jemep.2021.100684","title":"Ethical issues in genetics and infectious diseases research: An interdisciplinary expert review","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Society for Cellular Therapy","funders":"National Heart, Lung, and Blood Institute; Wellcome Trust; National Human Genome Research Institute; Johns Hopkins University","keywords":"Engineering ethics; Medicine; Biology; Engineering","score_opus":0.20119766470450406,"score_gpt":0.5450898398947635,"score_spread":0.3438921751902594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170532401","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050131194,0.42225367,0.00022708392,0.5265344,0.00017950291,0.00019032208,0.000009023326,0.000010695154,0.00046414262],"genre_scores_gemma":[0.38870126,0.55419904,0.00043995414,0.055557832,0.000721963,0.0000485033,0.00020711264,0.000019383882,0.00010493307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970408,0.0015707387,0.00031031406,0.000432165,0.00032615644,0.00031981195],"domain_scores_gemma":[0.9986017,0.00023862426,0.000048653164,0.00036058135,0.00037719932,0.0003732478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040965765,0.000110816276,0.00024639172,0.00009917221,0.00024593022,0.000027635662,0.000098517114,0.00031586824,0.0000421188],"category_scores_gemma":[0.003091502,0.000096957,0.000017065095,0.00030834993,0.0005267607,0.0000068950594,0.00033984226,0.0011701199,7.3133793e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006557612,0.0007178314,0.025860747,0.008421375,0.0001465694,0.00013763338,0.067287244,0.0000067988667,0.005573537,0.010416923,0.4257388,0.45562693],"study_design_scores_gemma":[0.0009955892,0.0015565752,0.008377573,0.0018588849,0.00001044359,0.00018421997,0.008986716,0.00007273977,0.00017978664,0.0055722017,0.97193295,0.00027234224],"about_ca_topic_score_codex":0.00018205248,"about_ca_topic_score_gemma":0.0015300574,"teacher_disagreement_score":0.54619414,"about_ca_system_score_codex":0.000058713744,"about_ca_system_score_gemma":0.0019081824,"threshold_uncertainty_score":0.50836533},"labels":[],"label_agreement":null},{"id":"W3172530146","doi":"10.1016/j.jemep.2021.100680","title":"Reflections on methods to estimate race and ancestry on reference osteological samples in the Brazilian context","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Institute of Justice; Hunan Hybrid Rice Research Center; American Academy of Forensic Sciences; RTI International","keywords":"Osteology; Race (biology); Context (archaeology); Geography; Genealogy; Demography; Evolutionary biology; Biology; Sociology; History; Archaeology; Gender studies","score_opus":0.5694237608997544,"score_gpt":0.5627421679105269,"score_spread":0.006681592989227547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172530146","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026990872,0.0026345248,0.00020008213,0.9458122,0.00039276484,0.0001341218,0.000011081916,0.000024417868,0.023799933],"genre_scores_gemma":[0.83530706,0.0028243186,0.0011656972,0.15964542,0.00028236874,0.000020447533,0.000020849455,0.0000048957027,0.0007289239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784124,0.0012202386,0.00022739611,0.00028015225,0.00013549812,0.00029549847],"domain_scores_gemma":[0.99626756,0.0032942714,0.000055785786,0.0001521617,0.00011416897,0.00011604088],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003103906,0.0001203771,0.0003029558,0.00008644772,0.0010020264,0.00002284337,0.000079916186,0.00012885628,0.0002051107],"category_scores_gemma":[0.0027334136,0.00006564973,0.000012533376,0.000096900985,0.007145944,0.00003750289,0.00006096675,0.0010962805,0.000004326784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001947335,0.00003291205,0.0006717614,0.000030153074,0.0000103401035,0.000009968021,0.11912392,1.4209019e-7,7.033944e-7,0.8496666,0.0049643153,0.025469722],"study_design_scores_gemma":[0.00033247372,0.0017747148,0.0064707785,0.00013045232,0.0000060994225,0.000038263246,0.2976704,0.0000041445546,0.000003369876,0.020253893,0.6732243,0.00009115374],"about_ca_topic_score_codex":0.0048968657,"about_ca_topic_score_gemma":0.17309222,"teacher_disagreement_score":0.8294127,"about_ca_system_score_codex":0.000017404896,"about_ca_system_score_gemma":0.00020689631,"threshold_uncertainty_score":0.99555606},"labels":[],"label_agreement":null},{"id":"W3194414127","doi":"10.1016/j.jemep.2021.100708","title":"Rethinking informed consent in the age of behavioural sciences and relational autonomy","year":2021,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Autonomy; Informed consent; Psychology; Cognition; Social psychology; Cognitive bias; Engineering ethics; Medicine; Alternative medicine; Political science; Psychiatry; Law","score_opus":0.8009321476911238,"score_gpt":0.5430251139421725,"score_spread":0.2579070337489513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194414127","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.212825,0.007768248,0.000076676675,0.7719791,0.00030478233,0.00057688385,0.00000951176,0.000020561269,0.006439245],"genre_scores_gemma":[0.94022554,0.0026125617,0.0018920981,0.05497852,0.0000653076,0.00005037042,0.00009498059,0.0000052042606,0.000075426855],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.994551,0.0034229383,0.00091817364,0.00019013362,0.0005456593,0.00037211683],"domain_scores_gemma":[0.98254025,0.016245231,0.00039313282,0.00031464244,0.0003484534,0.0001583015],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0076483106,0.00008817623,0.00026184638,0.00017254631,0.0013428592,0.000010220716,0.00018355227,0.00020625432,0.00006013669],"category_scores_gemma":[0.012268414,0.00006043513,0.0000133861995,0.000515374,0.00088428863,0.0001563039,0.00015329146,0.0021350586,0.0000010962617],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031272523,0.000019265946,0.38195476,0.0007761386,0.0000030699873,0.0000023139603,0.4610231,3.2882875e-7,0.0000016572543,0.15423702,0.0009769573,0.0010022782],"study_design_scores_gemma":[0.0015002891,0.00029242694,0.5978033,0.0024048693,0.0000067801802,0.000024756768,0.29543582,0.00015674929,4.613462e-7,0.02046423,0.08179063,0.0001197048],"about_ca_topic_score_codex":0.006958272,"about_ca_topic_score_gemma":0.013680754,"teacher_disagreement_score":0.72740054,"about_ca_system_score_codex":0.0001488985,"about_ca_system_score_gemma":0.01950227,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W4210341277","doi":"10.1016/j.jemep.2022.100759","title":"Quebec population highly supportive of extending Medical Aid in Dying to incapacitated persons and people suffering only from a mental illness: Content analysis of attitudes and representations","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal; Université Laval","funders":"","keywords":"Palliative care; Mental illness; Content analysis; Population; Psychology; Qualitative research; Commission; Nursing; Medicine; Psychiatry; Mental health; Sociology; Law","score_opus":0.2996617129444601,"score_gpt":0.4895364668622036,"score_spread":0.1898747539177435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210341277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95858103,0.0023166786,0.0005909012,0.038003318,0.000068130576,0.00026318713,0.00013202697,0.000009631122,0.000035110636],"genre_scores_gemma":[0.99629676,0.0015422079,0.0005637939,0.001070033,0.000026525642,0.00001618871,0.00045632487,0.000007927083,0.000020212005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782,0.00038047417,0.000660608,0.00026257028,0.000687226,0.00018907689],"domain_scores_gemma":[0.9978885,0.0012556539,0.00027041815,0.0001252315,0.000145992,0.0003142204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022703614,0.000107009415,0.0007474331,0.0007785113,0.00014515946,0.000005250863,0.000050450268,0.00007345848,0.00012390518],"category_scores_gemma":[0.0024549481,0.000093002054,0.00003524482,0.00097349007,0.00016644465,0.00009149152,0.00009813742,0.00043666345,2.947255e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000694004,0.00007137016,0.7923967,0.00028978073,0.0002635452,0.000006293673,0.20165145,0.0000047113563,0.0004663498,0.0008777835,0.00006440703,0.0038381761],"study_design_scores_gemma":[0.0013087585,0.00042875163,0.845248,0.0007136915,0.00014086947,0.000006622962,0.15088184,0.00088609156,0.000028833003,0.000028669581,0.00025710824,0.00007077399],"about_ca_topic_score_codex":0.27644792,"about_ca_topic_score_gemma":0.07854193,"teacher_disagreement_score":0.19790599,"about_ca_system_score_codex":0.00012944549,"about_ca_system_score_gemma":0.00049728,"threshold_uncertainty_score":0.9382723},"labels":[],"label_agreement":null},{"id":"W4210401899","doi":"10.1016/j.jemep.2022.100758","title":"Impact of institutional affiliation bias on editorial publication decisions: A bibliometric analysis of three ophthalmology journals","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Editorial board; Impact factor; Ophthalmology; Blinding; Medicine; Library science; Family medicine; MEDLINE; Political science; Law","score_opus":0.8774203146863786,"score_gpt":0.6741541490313949,"score_spread":0.20326616565498368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210401899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937891,0.0034165285,0.00727487,0.04391784,0.005735944,0.00036288658,0.00043467982,0.000011021324,0.00095519715],"genre_scores_gemma":[0.99628794,0.0016997244,0.00020609314,0.00042750261,0.0012016852,0.000017873394,0.00011436304,0.0000063776274,0.000038446873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9681299,0.0027218896,0.0025685122,0.0007722947,0.02511961,0.0006878121],"domain_scores_gemma":[0.9206057,0.05580285,0.0028196876,0.0011240112,0.018387783,0.0012599513],"candidate_categories":["metaresearch","bibliometrics","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.17317446,0.00015487855,0.00089281425,0.6918303,0.0008141091,0.0003113652,0.001401347,0.00024383207,0.0029371772],"category_scores_gemma":[0.4408161,0.000100440026,0.00028199368,0.8475218,0.00046645466,0.00052151957,0.00051811273,0.0015184936,0.0000050315543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110918416,0.0007726742,0.681527,0.000015417112,0.00041319238,0.0000037915233,0.0011420692,0.0012002592,0.000039862876,0.011958489,0.10166185,0.20115447],"study_design_scores_gemma":[0.0007902309,0.0029092752,0.96602243,0.000014086784,0.000031201813,0.000020499761,0.00044622083,0.0052137235,0.0000010836433,0.005976637,0.01848538,0.00008921777],"about_ca_topic_score_codex":0.0035055103,"about_ca_topic_score_gemma":0.00005930147,"teacher_disagreement_score":0.28449544,"about_ca_system_score_codex":0.00043482005,"about_ca_system_score_gemma":0.0059512635,"threshold_uncertainty_score":0.9996841},"labels":[{"model":"gemma","categories":["metaresearch","bibliometrics"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4212922342","doi":"10.1016/j.jemep.2022.100763","title":"Ethical situations in practice and nurses’ occupational health: A qualitative study of their narratives","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"","keywords":"Narrative; Ethical dilemma; Psychology; Thematic analysis; Dilemma; Certainty; Subject (documents); Comprehension; Qualitative research; Engineering ethics; Social psychology; Epistemology; Sociology; Computer science","score_opus":0.45415026390899405,"score_gpt":0.6539028575020268,"score_spread":0.19975259359303277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212922342","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12981565,0.0016833474,0.0008594355,0.8623122,0.0006539926,0.0017030213,0.000048848313,0.000036631165,0.0028868709],"genre_scores_gemma":[0.84124374,0.0012816308,0.0010316457,0.15574288,0.00019129051,0.0003339471,0.00006641243,0.000020331794,0.000088111],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8457745,0.14634308,0.0028110535,0.00085949904,0.0030705435,0.0011413221],"domain_scores_gemma":[0.8542415,0.14192024,0.0016051282,0.00041519562,0.0010566667,0.00076130504],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14177547,0.0001973712,0.00071721396,0.0004559453,0.00427393,0.000008804645,0.00021447468,0.00042315066,0.00035073905],"category_scores_gemma":[0.11321373,0.00016265531,0.000019006215,0.0010546399,0.00092787406,0.0002877502,0.00034189306,0.025159912,0.0000022512831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010886051,0.0006453245,0.0022700184,0.0003789476,0.00004020782,0.0000029181317,0.82055265,0.0000014885352,0.000001138046,0.16918463,0.0053909817,0.0014228362],"study_design_scores_gemma":[0.0022273588,0.002588086,0.005758395,0.00022325484,0.000007841955,0.000010069771,0.89680636,0.00006305078,1.4949391e-8,0.02839952,0.06381445,0.000101590376],"about_ca_topic_score_codex":0.015723044,"about_ca_topic_score_gemma":0.009134794,"teacher_disagreement_score":0.7114281,"about_ca_system_score_codex":0.00037991002,"about_ca_system_score_gemma":0.01069087,"threshold_uncertainty_score":0.9970224},"labels":[],"label_agreement":null},{"id":"W4281691630","doi":"10.1016/j.jemep.2022.100778","title":"Decision-making around end-of-life care in brain cancer patients: A scoping review","year":2022,"lang":"en","type":"review","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Western University","funders":"","keywords":"Medicine; Population; Cognition; Disease; Oncology; Internal medicine; Psychiatry; Environmental health","score_opus":0.4835385417596912,"score_gpt":0.59322537143534,"score_spread":0.10968682967564886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281691630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025328687,0.98109025,0.00004868788,0.014909633,0.00067092915,0.0023885549,0.00011412618,0.000021429047,0.00073109166],"genre_scores_gemma":[0.000041885756,0.97633326,0.00033323746,0.022145784,0.00034941715,0.0002203126,0.000501561,0.000059228558,0.00001531396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99348015,0.0014099207,0.0025575508,0.00062081125,0.001362264,0.0005692851],"domain_scores_gemma":[0.98577875,0.01102508,0.0016193853,0.000540707,0.00050683535,0.000529255],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058167065,0.00047017343,0.004937646,0.00081616256,0.00014707912,0.000008658277,0.00027312944,0.0004097961,0.00077930733],"category_scores_gemma":[0.033530723,0.00034866814,0.00026434325,0.0015419546,0.00031193192,0.00009401191,0.0001910745,0.0025472254,0.0000013401464],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008233976,0.00004317217,0.0007421474,0.37202105,0.00005788181,0.000006962016,0.0057441164,5.4422983e-8,1.8952977e-9,0.00009039231,0.0021262239,0.61915976],"study_design_scores_gemma":[0.0004895459,0.0003611959,0.000013821875,0.48267558,0.000118960634,0.0000037878408,0.0014151215,5.217756e-7,3.1308833e-9,0.000015071835,0.5147896,0.00011681639],"about_ca_topic_score_codex":0.0019090419,"about_ca_topic_score_gemma":0.0014887131,"teacher_disagreement_score":0.61904293,"about_ca_system_score_codex":0.0006637492,"about_ca_system_score_gemma":0.018671466,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W4294175624","doi":"10.1016/j.jemep.2022.100830","title":"Should the World Health Organization's leadership be enhanced?","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Impact","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Management; Business; Economics","score_opus":0.4012767156570924,"score_gpt":0.4183162010862056,"score_spread":0.01703948542911321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294175624","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010347692,0.0018387852,0.0009898883,0.98261553,0.0012161105,0.0004621498,0.000008492451,0.00016783901,0.011666436],"genre_scores_gemma":[0.21903862,0.00048443244,0.000036391153,0.77724373,0.0021048537,0.00003532291,0.00016252116,0.000028496397,0.0008656455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608725,0.0006975801,0.0008029455,0.00041952226,0.0007343992,0.0012582885],"domain_scores_gemma":[0.9970356,0.0013996251,0.00062972854,0.00041276435,0.00031136855,0.00021086539],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017532941,0.00022278867,0.0005260642,0.00042406327,0.0034160055,0.00011341607,0.00047919105,0.00009670021,0.0017440914],"category_scores_gemma":[0.0059592696,0.0001559688,0.000035693854,0.0026193978,0.00038704718,0.0003540324,0.0004242362,0.0020881065,0.000022493345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024556198,0.000025800855,0.0004910897,0.00030745374,0.000008376128,5.4856883e-7,0.0021269834,0.00004518985,3.5535143e-7,0.30060932,0.6930688,0.0033135826],"study_design_scores_gemma":[0.00037904465,0.0000831404,0.0011359394,0.00003034671,0.0000045049023,0.000008582468,0.02063506,0.0004724683,4.465593e-8,0.0023907286,0.9747331,0.00012701235],"about_ca_topic_score_codex":0.04078726,"about_ca_topic_score_gemma":0.003936288,"teacher_disagreement_score":0.2982186,"about_ca_system_score_codex":0.00022518415,"about_ca_system_score_gemma":0.0014640156,"threshold_uncertainty_score":0.99916846},"labels":[],"label_agreement":null},{"id":"W4310066328","doi":"10.1016/j.jemep.2022.100834","title":"Optimization of physician resources in primary care during a pandemic: A ‘hot’ and ‘cold’ team approach","year":2022,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; NOSM University","funders":"","keywords":"Pandemic; Health care; Work (physics); Coronavirus disease 2019 (COVID-19); Medical emergency; Medicine; Family medicine; Burnout; Primary care; Disease; Nursing; Infectious disease (medical specialty); Political science; Engineering","score_opus":0.13873328420299447,"score_gpt":0.4191501729898516,"score_spread":0.2804168887868571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310066328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93705034,0.018070541,0.0005598515,0.023884788,0.00031832256,0.0010753453,0.000047977548,0.00006694022,0.018925896],"genre_scores_gemma":[0.9798653,0.0014314624,0.00024683174,0.017980214,0.00014391312,0.00008600987,0.00008766577,0.000017754437,0.00014081532],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99777925,0.000772227,0.0004100684,0.00033203643,0.00034815216,0.00035823617],"domain_scores_gemma":[0.99899876,0.00034206494,0.00019778736,0.0001912902,0.00004251364,0.00022759705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026328883,0.00011357063,0.0003488757,0.00029623695,0.0003442939,0.0000062988056,0.00009638138,0.00010367969,0.000033491724],"category_scores_gemma":[0.00008142249,0.00010437673,0.00001629694,0.0004455442,0.00016867115,0.00005550821,0.0001091083,0.0010067171,1.7551027e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027596025,0.0004928572,0.08209413,0.0069137914,0.000032539076,0.0000057639936,0.8534463,0.00025555587,0.000068342975,0.0043563694,0.0012199514,0.05083845],"study_design_scores_gemma":[0.010505023,0.0031926057,0.24581252,0.0005381906,0.000025882588,0.000096162774,0.558189,0.0009767065,0.000002292083,0.00021835757,0.17998455,0.00045874465],"about_ca_topic_score_codex":0.0073301606,"about_ca_topic_score_gemma":0.00025637017,"teacher_disagreement_score":0.29525733,"about_ca_system_score_codex":0.0004527207,"about_ca_system_score_gemma":0.0010491025,"threshold_uncertainty_score":0.9992801},"labels":[],"label_agreement":null},{"id":"W4323687887","doi":"10.1016/j.jemep.2023.100882","title":"French-Canadian academic discussion on medical assistance in dying","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Commission; Inclusion (mineral); Disease; Psychology; Psychiatry; Medicine; Family medicine; Gerontology; Political science; Law; Social psychology","score_opus":0.45243084506633796,"score_gpt":0.5363430846245757,"score_spread":0.08391223955823773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323687887","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12334289,0.0037368261,0.00010512159,0.86647403,0.000375311,0.00022268629,0.000008896807,0.00005989403,0.0056743426],"genre_scores_gemma":[0.9174626,0.032107227,0.000109184606,0.048973385,0.00052061194,0.000015377362,0.00013202804,0.000021991767,0.0006576048],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972889,0.00030458512,0.00054243574,0.00029779784,0.0009818655,0.0005844169],"domain_scores_gemma":[0.9970111,0.0011943998,0.000112541275,0.00020838174,0.00010408271,0.001369485],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006131922,0.00014422642,0.00050777383,0.0007525127,0.00013120603,0.0000054969214,0.00011918602,0.00044178826,0.00018222655],"category_scores_gemma":[0.010439994,0.000087142456,0.000028101851,0.0010552838,0.0002831363,0.00006389697,0.00003125946,0.002324123,0.000021087553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005081001,0.00008446585,0.5575273,0.0019814686,0.000050587154,0.0003280363,0.10352528,0.0000016161636,0.000041655177,0.014060937,0.11193727,0.21041055],"study_design_scores_gemma":[0.0024256858,0.00077282486,0.17205973,0.013125377,0.000010407604,0.000018398778,0.01038432,0.00076545356,0.0000070161395,0.0014816,0.79876626,0.00018291216],"about_ca_topic_score_codex":0.050045542,"about_ca_topic_score_gemma":0.050581697,"teacher_disagreement_score":0.81750065,"about_ca_system_score_codex":0.00019670621,"about_ca_system_score_gemma":0.00340663,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W4377691696","doi":"10.1016/j.jemep.2023.100904","title":"Barriers for access to cannabidiol as a treatment option for children with neuro-diverse disabilities: A qualitative key informants method","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Cannabidiol; Key (lock); Qualitative research; Psychology; Medicine; Psychiatry; Computer science; Computer security; Sociology; Cannabis","score_opus":0.27988848518629994,"score_gpt":0.5454823334270474,"score_spread":0.2655938482407475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377691696","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24657974,0.00012643838,0.007913812,0.7388459,0.00015205178,0.005709788,0.0003415104,0.000113676935,0.00021709723],"genre_scores_gemma":[0.6113177,0.0064394847,0.011236929,0.29557702,0.004447732,0.019540958,0.0048399772,0.00046376121,0.046136443],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971741,0.00037671198,0.00044697165,0.00049114745,0.0006724436,0.00083861983],"domain_scores_gemma":[0.9961839,0.0010128317,0.000121922065,0.00032262263,0.0006786319,0.0016801396],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005897834,0.00025162468,0.0006212043,0.00049797195,0.0005335792,0.000075306176,0.0001453411,0.00016196757,0.00005983486],"category_scores_gemma":[0.01034204,0.00016432424,0.000084875675,0.0008208976,0.0002903277,0.00022768637,0.00006740013,0.0004134777,0.0000053852605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017650913,0.00012240928,0.0055944705,0.0020619244,0.0003845811,0.00000538794,0.5569457,0.000025788351,0.000025434021,0.010631102,0.3478345,0.074603654],"study_design_scores_gemma":[0.011658072,0.028094335,0.019696377,0.0003986736,0.000118055636,0.0000798726,0.27902946,0.00088422076,0.000035616995,0.0014388489,0.6581933,0.00037315578],"about_ca_topic_score_codex":0.0074508856,"about_ca_topic_score_gemma":0.0012724686,"teacher_disagreement_score":0.44326887,"about_ca_system_score_codex":0.00036063787,"about_ca_system_score_gemma":0.004799757,"threshold_uncertainty_score":0.99915856},"labels":[],"label_agreement":null},{"id":"W4378699965","doi":"10.1016/j.jemep.2023.100911","title":"Factors influencing the involvement of health care professionals in the administration of medical aid in dying in Quebec","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Université de Montréal","keywords":"Conscience; Anticipation (artificial intelligence); Narrative; Health care; Psychology; Medicine; Nursing; Gerontology; Political science; Law","score_opus":0.5215223975441011,"score_gpt":0.5618033288776866,"score_spread":0.04028093133358546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378699965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70232564,0.004954171,0.0000144632295,0.29213914,0.00007650558,0.0004045018,0.0000046917567,0.000005793672,0.00007507227],"genre_scores_gemma":[0.986071,0.0034070343,0.000022415348,0.010303741,0.000058538015,0.000020904974,0.00009834596,0.0000067920682,0.00001124935],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99569565,0.0012650911,0.0011918339,0.00017945295,0.0013441202,0.0003238495],"domain_scores_gemma":[0.996608,0.0025188685,0.0003711476,0.00020329599,0.00016051465,0.00013813183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014052141,0.00011438499,0.0005921289,0.0004167003,0.00006478347,0.0000035416936,0.00016435135,0.00018167721,0.000018195162],"category_scores_gemma":[0.004577999,0.00005905505,0.000027160047,0.0011131971,0.0002638308,0.00006495021,0.00004786838,0.0010708267,1.7764434e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029115572,0.00009212336,0.26022696,0.0027930306,0.0000101638225,0.0000069967114,0.7267262,0.0000011532111,0.00000844782,0.0018193348,0.0006128424,0.0076736873],"study_design_scores_gemma":[0.0013027922,0.00057320186,0.27307287,0.008178424,0.0000036506797,0.0000011071154,0.7131461,0.000056774992,0.000036042453,0.000106958505,0.0034757643,0.00004633659],"about_ca_topic_score_codex":0.09756553,"about_ca_topic_score_gemma":0.13615383,"teacher_disagreement_score":0.28374532,"about_ca_system_score_codex":0.00016381967,"about_ca_system_score_gemma":0.0062936973,"threshold_uncertainty_score":0.9993397},"labels":[],"label_agreement":null},{"id":"W4386006044","doi":"10.1016/j.jemep.2023.100917","title":"The Quebec social appropriation of medical aid in dying and its possible French appropriation","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appropriation; Sociology; Political science; Epistemology; Philosophy","score_opus":0.40381926552827,"score_gpt":0.5549577335352167,"score_spread":0.1511384680069467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386006044","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18744096,0.0025822246,0.0002273676,0.8068127,0.000871493,0.0007956968,0.0000065817835,0.000059557893,0.0012034149],"genre_scores_gemma":[0.9825327,0.009527481,0.000030467558,0.0058465246,0.0011773919,0.00009428251,0.000049681286,0.000017889397,0.00072358886],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094516,0.005585353,0.0012219525,0.00028378423,0.0012950645,0.0006686826],"domain_scores_gemma":[0.99078584,0.007688889,0.0006601342,0.00014060707,0.0003443963,0.00038015976],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053769186,0.00012220569,0.0004086457,0.00026364462,0.001763259,0.000020669975,0.00015302641,0.0006779763,0.000067856294],"category_scores_gemma":[0.014700169,0.000078636,0.000015644417,0.000876108,0.00015027057,0.00022998588,0.00010618741,0.0025749265,0.0000111464715],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029916422,0.000041133935,0.026932059,0.006520602,0.000029854362,0.0000043682917,0.5489414,4.249604e-7,0.000020253325,0.17693734,0.015350933,0.22519176],"study_design_scores_gemma":[0.0036798923,0.00041561478,0.23533845,0.002316414,0.000011903232,0.00000837495,0.22023502,0.0069353394,0.0000010941668,0.0062384256,0.52454877,0.00027069647],"about_ca_topic_score_codex":0.09066445,"about_ca_topic_score_gemma":0.084912784,"teacher_disagreement_score":0.8009662,"about_ca_system_score_codex":0.00013140254,"about_ca_system_score_gemma":0.0056327726,"threshold_uncertainty_score":0.9997262},"labels":[],"label_agreement":null},{"id":"W4386567684","doi":"10.1016/j.jemep.2023.100937","title":"Life, body, and death: Legal and ethical reflection","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Indigenous Peoples' Rights and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Perspective (graphical); Environmental ethics; Human body; Bioethics; Epistemology; Sociology; Engineering ethics; Human life; Political science; Law; Philosophy; Biology; Engineering; Art; Humanity","score_opus":0.24107148659978705,"score_gpt":0.471940150647855,"score_spread":0.23086866404806794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386567684","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10190072,0.0010544877,0.000117634925,0.8732224,0.00044315506,0.00021618533,0.0000036142585,0.0001412508,0.022900535],"genre_scores_gemma":[0.9175332,0.022010576,0.0000572999,0.057380967,0.0011997323,0.000006744696,0.000017501452,0.000011717767,0.0017822575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976045,0.0007999329,0.00024863906,0.00026677738,0.0005305841,0.0005495583],"domain_scores_gemma":[0.99756616,0.0011400151,0.00007599748,0.000095806005,0.00013595054,0.000986071],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011778581,0.000099471494,0.00023800519,0.00016686332,0.0026525282,0.00011775961,0.00006722766,0.0005477338,0.00006437714],"category_scores_gemma":[0.0036358337,0.00007172834,0.0000127791645,0.00044332087,0.0006899481,0.00012239057,0.000039851915,0.0015978656,0.000005345092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004297657,0.000008009671,0.0013424247,0.00009394969,0.0000082077395,0.0000057047246,0.16591895,3.7106165e-8,0.000002845263,0.8143638,0.01325383,0.00499798],"study_design_scores_gemma":[0.000299036,0.00027183752,0.005140988,0.00005222591,0.000005785444,0.000010954798,0.017777154,0.000052855907,2.5432104e-7,0.010769624,0.9655257,0.000093589326],"about_ca_topic_score_codex":0.06650594,"about_ca_topic_score_gemma":0.052917782,"teacher_disagreement_score":0.9522719,"about_ca_system_score_codex":0.000048743932,"about_ca_system_score_gemma":0.0030764234,"threshold_uncertainty_score":0.9986459},"labels":[],"label_agreement":null},{"id":"W4387843037","doi":"10.1016/j.jemep.2023.100946","title":"Language inclusivity in health research: An institutional current state quality assessment","year":2023,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Provincial Health Services Authority","funders":"University of British Columbia","keywords":"Language barrier; Institutional review board; Inclusion (mineral); Research ethics; Medical education; Psychology; Political science; Limited English proficiency; Health care; Medicine; Social psychology","score_opus":0.8296141989890001,"score_gpt":0.725726124186742,"score_spread":0.10388807480225815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387843037","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.299665,0.0028602337,0.000580228,0.6914888,0.00105474,0.0010760697,0.00008213563,0.00024829892,0.0029444948],"genre_scores_gemma":[0.9591953,0.011566142,0.00024496732,0.027506925,0.00044250762,0.00023974934,0.00051597523,0.000021606716,0.00026683387],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.95752615,0.03665665,0.0019344941,0.0005698979,0.0016494195,0.0016634143],"domain_scores_gemma":[0.98861605,0.008284771,0.00045435154,0.00080132624,0.0007772928,0.0010662288],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12656419,0.00016367847,0.00051750615,0.00079071935,0.003976629,0.000020129373,0.0004090269,0.00020945295,0.000111828595],"category_scores_gemma":[0.01035286,0.00013781294,0.000023695742,0.0015180215,0.0005198997,0.00019958054,0.000524204,0.008554898,0.000047909816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028891032,0.00021117962,0.0830428,0.005490709,0.000007973222,0.0000046705272,0.53510326,0.000006630629,0.0000029435312,0.15351243,0.01576436,0.20682414],"study_design_scores_gemma":[0.0014098885,0.0007114026,0.45420924,0.004061036,8.1478186e-7,0.000002610412,0.15014723,0.0019595015,9.184795e-8,0.017397633,0.3698854,0.00021513356],"about_ca_topic_score_codex":0.06532072,"about_ca_topic_score_gemma":0.032228205,"teacher_disagreement_score":0.66398185,"about_ca_system_score_codex":0.0013117419,"about_ca_system_score_gemma":0.018697416,"threshold_uncertainty_score":0.99798334},"labels":[],"label_agreement":null},{"id":"W4396996299","doi":"10.1016/j.jemep.2024.100988","title":"Regulating mobile health research in Canada: Public trust and public participation","year":2024,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Public health; Public participation; Public trust; Political science; Public relations; Business; Public administration; Medicine; Nursing","score_opus":0.8712361602177953,"score_gpt":0.6756938102494016,"score_spread":0.1955423499683937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396996299","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19269228,0.02128261,0.00013091897,0.78201437,0.00039169905,0.0012179853,0.00001281863,0.000078783196,0.0021785225],"genre_scores_gemma":[0.9511387,0.023769064,0.00027818218,0.023194375,0.000695507,0.00024780922,0.00009256126,0.00005334346,0.00053048594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853033,0.0039110966,0.0020287428,0.0012847865,0.004795731,0.0026763678],"domain_scores_gemma":[0.9505359,0.04193041,0.0002379862,0.00096884137,0.001821127,0.004505719],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09507781,0.00024801647,0.0008519594,0.0012415336,0.0007424836,0.00024461598,0.00024157364,0.00056890876,0.0001851506],"category_scores_gemma":[0.06861063,0.0001983865,0.000035968464,0.0027921519,0.0012391143,0.0003531985,0.00029202068,0.012017852,0.0000072581433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043817963,0.00026056182,0.10320255,0.01275365,0.000084052444,0.00013143761,0.020992462,0.0000013417169,0.000014363258,0.30792606,0.022103071,0.5324866],"study_design_scores_gemma":[0.0045996867,0.008039318,0.09198827,0.010825682,0.000021008877,0.0002570624,0.07549366,0.017688258,0.0000058700853,0.056140933,0.7342897,0.0006505601],"about_ca_topic_score_codex":0.7326642,"about_ca_topic_score_gemma":0.9125644,"teacher_disagreement_score":0.75882,"about_ca_system_score_codex":0.0024236261,"about_ca_system_score_gemma":0.088576294,"threshold_uncertainty_score":0.99026144},"labels":[],"label_agreement":null},{"id":"W4402728994","doi":"10.1016/j.jemep.2024.101005","title":"Understanding the modern relevance of the Hippocratic Oath","year":2024,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Hippocratic Oath; Relevance (law); Oath; Medicine; Philosophy; Psychology; Law; Political science; Psychiatry; Theology","score_opus":0.5092495652609493,"score_gpt":0.37572865138912315,"score_spread":0.13352091387182619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402728994","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074039516,0.006496968,0.0023861516,0.9039196,0.0011641439,0.00016397116,0.000011475617,0.00004323069,0.08507406],"genre_scores_gemma":[0.9793419,0.0008387241,0.0000045418606,0.016506417,0.0010963065,0.000004032972,0.0000024533144,0.000010266138,0.0021953352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878407,0.00026181884,0.0002589831,0.0001424316,0.00035262425,0.00020010276],"domain_scores_gemma":[0.99769783,0.0018811142,0.00006983775,0.00020581555,0.0000515267,0.00009389262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021262316,0.000088016954,0.00016407714,0.000046560737,0.0006596575,0.00007922323,0.00014661516,0.00005090644,0.00013983472],"category_scores_gemma":[0.00065498013,0.000037952872,0.000040345352,0.00011046481,0.0011243832,0.0001028949,0.000042597207,0.00093547034,0.0000029222922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012869773,0.000008271747,0.000004161926,0.0002929767,0.000014109078,6.0009586e-7,0.12269078,6.606752e-7,0.0000014823246,0.863197,0.011204515,0.0025841438],"study_design_scores_gemma":[0.00007449995,0.00006822734,0.000008500335,0.00032793643,0.000008324619,0.0000026747439,0.0059511582,0.0010822786,2.8139385e-7,0.6590425,0.3333986,0.000035021498],"about_ca_topic_score_codex":0.00020898333,"about_ca_topic_score_gemma":0.0007566693,"teacher_disagreement_score":0.9786015,"about_ca_system_score_codex":0.000052790554,"about_ca_system_score_gemma":0.00043371026,"threshold_uncertainty_score":0.5073619},"labels":[],"label_agreement":null},{"id":"W4405043419","doi":"10.1016/j.jemep.2024.101030","title":"Short report: UNESCO's role in bioethics - From the country level to the international conversation in bioethics","year":2024,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bioethics; Conversation; Political science; Sociology; Law; Communication","score_opus":0.28762654512461494,"score_gpt":0.4538303264214473,"score_spread":0.1662037812968324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405043419","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015233693,0.0048535005,0.002339857,0.9744326,0.0018983257,0.00056594686,0.000051582367,0.00004737817,0.0005771577],"genre_scores_gemma":[0.8942479,0.006514959,0.00019408386,0.096932866,0.0013180709,0.000026240079,0.00059156754,0.000021919026,0.0001524197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963841,0.00045153624,0.0008417661,0.00046992255,0.0014852467,0.00036742128],"domain_scores_gemma":[0.9958794,0.0030002436,0.000097313205,0.00039101264,0.000295168,0.00033682364],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01885952,0.00017723774,0.00032945906,0.000325935,0.00018356807,0.000097792676,0.000231871,0.0007189728,0.000077771576],"category_scores_gemma":[0.0042449515,0.00009473399,0.000036956084,0.0011135815,0.0019919947,0.00011486461,0.000111100875,0.0044679055,0.000008057771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015372032,0.00026232045,0.04288415,0.0009768415,0.00022159655,0.0004125025,0.3124412,0.000025166775,0.00020864904,0.3909566,0.043806396,0.20765086],"study_design_scores_gemma":[0.0010587989,0.00028613294,0.11999892,0.002624737,0.000035175162,0.0001834774,0.04203164,0.011852147,0.000010525592,0.016172782,0.80553347,0.00021217232],"about_ca_topic_score_codex":0.037014976,"about_ca_topic_score_gemma":0.038612008,"teacher_disagreement_score":0.8790142,"about_ca_system_score_codex":0.0002820607,"about_ca_system_score_gemma":0.0034638222,"threshold_uncertainty_score":0.99782884},"labels":[],"label_agreement":null},{"id":"W4406367797","doi":"10.1016/j.jemep.2025.101044","title":"How are surgical and clinical innovations in medical practice defined for the purpose of determining regulatory jurisdiction and oversight responsibility?: A scoping review","year":2025,"lang":"en","type":"review","venue":"Ethics Medicine and Public Health","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"Stem Cell Network","keywords":"Jurisdiction; Business; Engineering ethics; Accounting; Medicine; Law; Political science; Engineering","score_opus":0.3110335198057262,"score_gpt":0.5511890867159618,"score_spread":0.2401555669102356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406367797","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008580879,0.6011853,0.00063606654,0.39590147,0.00020072909,0.0020157301,0.00001084211,0.000012438389,0.000028813176],"genre_scores_gemma":[0.000075453136,0.98538774,0.0005588768,0.013247159,0.00039764357,0.00010579683,0.00012063251,0.000020835443,0.00008587683],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930962,0.0025371965,0.0022481615,0.0006661128,0.0010888999,0.0003634496],"domain_scores_gemma":[0.9480486,0.04817725,0.0016369717,0.0005821021,0.0008687115,0.0006863807],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04271165,0.00030746695,0.0026418502,0.0005229083,0.00035190675,0.000038258826,0.00012378585,0.0019465215,0.000010202677],"category_scores_gemma":[0.078749456,0.00017911302,0.00014939504,0.0012187114,0.0028330795,0.00013457765,0.00016296389,0.0043161875,5.793476e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039753377,0.00007166761,0.000059929505,0.23532514,0.000080186684,0.000013936423,0.00033894164,2.2756577e-9,8.009047e-9,0.010361801,0.0005357623,0.7531729],"study_design_scores_gemma":[0.0012355198,0.00041211848,0.0002117656,0.3857234,0.00049437536,0.00026607089,0.00029408484,0.000064317115,4.3838035e-9,0.0001860544,0.61101604,0.0000962426],"about_ca_topic_score_codex":0.000082167724,"about_ca_topic_score_gemma":0.00023365028,"teacher_disagreement_score":0.7530766,"about_ca_system_score_codex":0.00009955014,"about_ca_system_score_gemma":0.013845612,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W4407201715","doi":"10.1016/j.jemep.2025.101061","title":"Public perspectives on ethical issues in lung cancer screening policy design and implementation in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; Public Health Ontario; University of Toronto; McMaster University; Occupational Cancer Research Centre","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Engineering ethics; Ethical issues; Public policy; Medicine; Lung cancer; Political science; Oncology; Law; Engineering","score_opus":0.12689291360695598,"score_gpt":0.4728867625045001,"score_spread":0.34599384889754414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407201715","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1045495,0.011441332,0.0002697104,0.8822104,0.000099213685,0.0007335901,0.000004609135,0.000013868603,0.00067782396],"genre_scores_gemma":[0.9229061,0.013507641,0.0003586554,0.06276145,0.00013018657,0.00013979655,0.000030202531,0.000010504237,0.00015545421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997885,0.0004286709,0.00040069956,0.00039585953,0.00042804854,0.00046173218],"domain_scores_gemma":[0.9983812,0.000903223,0.000082056744,0.00015221348,0.00014128322,0.0003400024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711682,0.00016820458,0.00044802064,0.0005684994,0.0001595962,0.000031215393,0.000047861824,0.00019682867,0.00013843553],"category_scores_gemma":[0.00084779074,0.00013206813,0.000014078776,0.000561851,0.000121784826,0.00007495767,0.000031922697,0.0016558155,7.3015904e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008411852,0.00014353044,0.81618774,0.00057789526,0.000120208475,0.00003546231,0.0636089,0.000007497294,0.0000018098697,0.060541824,0.026446821,0.032244183],"study_design_scores_gemma":[0.006218249,0.00074450724,0.90856904,0.0021821759,0.000032907807,0.000007840578,0.030413965,0.00029639332,0.0000062044896,0.0006482195,0.0507231,0.00015739346],"about_ca_topic_score_codex":0.9957178,"about_ca_topic_score_gemma":0.99710155,"teacher_disagreement_score":0.8194489,"about_ca_system_score_codex":0.0036121984,"about_ca_system_score_gemma":0.020016566,"threshold_uncertainty_score":0.985539},"labels":[],"label_agreement":null},{"id":"W4407201718","doi":"10.1016/j.jemep.2025.101058","title":"Bioethical challenges and artificial intelligence, focus Quebec/France","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bioethics; Focus (optics); Engineering ethics; Environmental ethics; Political science; Engineering; Philosophy; Law","score_opus":0.5150800717984485,"score_gpt":0.523456805634255,"score_spread":0.008376733835806505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407201718","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020934986,0.051896747,0.005860735,0.9165236,0.0008121234,0.0004596538,0.000001875264,0.00008272126,0.0034276051],"genre_scores_gemma":[0.87679267,0.07759449,0.00051776605,0.043423045,0.00091457955,0.000034927685,0.000017002949,0.000015655743,0.0006898848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739426,0.00037363585,0.0008046961,0.00048746375,0.00040307463,0.00053688744],"domain_scores_gemma":[0.99651575,0.0019294573,0.00013113083,0.00031790277,0.00044198945,0.00066378183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049546906,0.00019538318,0.0005181839,0.00041947863,0.0004205137,0.000034005734,0.000087213404,0.000491481,0.0000647328],"category_scores_gemma":[0.0050543933,0.00015577485,0.000033330114,0.00047577947,0.00093271345,0.00011197683,0.00005004214,0.0017388434,0.000011853224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023102537,0.00007185595,0.0007519697,0.00069739245,0.000016652122,0.000002931163,0.019384032,6.6354474e-8,0.000009098648,0.27620488,0.0010659635,0.70177203],"study_design_scores_gemma":[0.00022542202,0.0023867995,0.015785003,0.0032098407,0.000079163125,0.00011442148,0.11421604,0.00091367,0.00042028504,0.4023871,0.45979062,0.00047165208],"about_ca_topic_score_codex":0.018024147,"about_ca_topic_score_gemma":0.011123642,"teacher_disagreement_score":0.8731005,"about_ca_system_score_codex":0.00010263671,"about_ca_system_score_gemma":0.0028939652,"threshold_uncertainty_score":0.9885149},"labels":[],"label_agreement":null},{"id":"W4407670894","doi":"10.1016/j.jemep.2025.101064","title":"Health equity checklist for research","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Canadian College of Naturopathic Medicine","funders":"National Center for Complementary and Integrative Health; National Institutes of Health","keywords":"Checklist; Equity (law); Psychology; Business; Political science; Law","score_opus":0.692901172013283,"score_gpt":0.6988833169493371,"score_spread":0.00598214493605409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407670894","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003785966,0.01063703,0.004976292,0.8862732,0.0019422194,0.0023173583,0.000053749958,0.0001434091,0.093278125],"genre_scores_gemma":[0.04317033,0.017133411,0.0012461345,0.9155539,0.001791262,0.0005658207,0.00023401967,0.00004078201,0.020264318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896742,0.0045630545,0.0015712249,0.00063822535,0.00096498785,0.0025882784],"domain_scores_gemma":[0.98223406,0.014082713,0.00036490755,0.0006399724,0.001363002,0.0013153531],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.073761426,0.00022098627,0.0009967374,0.0007556603,0.0062402263,0.000024705681,0.00040887177,0.0005725984,0.00022794123],"category_scores_gemma":[0.014404316,0.00017354704,0.00005838254,0.0011386146,0.00056477234,0.00015093388,0.00048870256,0.0053978944,0.000028057128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027643939,0.000035134086,0.002893311,0.0059641036,0.000015087292,4.645777e-7,0.013579239,1.5193812e-8,0.0000010128769,0.25690758,0.6207242,0.09985219],"study_design_scores_gemma":[0.0017471678,0.0005996937,0.008434492,0.00073861115,0.0000038583844,0.0000010681576,0.012291288,0.000018776165,1.5289909e-7,0.0245117,0.9515514,0.00010179994],"about_ca_topic_score_codex":0.019391337,"about_ca_topic_score_gemma":0.01138358,"teacher_disagreement_score":0.33082718,"about_ca_system_score_codex":0.00229175,"about_ca_system_score_gemma":0.06771816,"threshold_uncertainty_score":0.9968967},"labels":[],"label_agreement":null},{"id":"W4408707329","doi":"10.1016/j.jemep.2025.101074","title":"Ethical considerations in implementing virtual reality programs in long-term care settings: Case studies from in Canada and the Czech Republic","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Alzheimer Society Research Program; Technology Agency of the Czech Republic","keywords":"Czech; Term (time); Virtual reality; Political science; Psychology; Engineering ethics; Computer science; Engineering; Philosophy; Human–computer interaction","score_opus":0.18358429683834404,"score_gpt":0.4768681434395929,"score_spread":0.29328384660124884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408707329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63610524,0.0051132403,0.000014309931,0.35701463,0.00035613638,0.0008732435,0.000028749779,0.000012952192,0.00048153155],"genre_scores_gemma":[0.9324126,0.0013177973,0.000022954591,0.06582929,0.00008109694,0.00016203798,0.00013370086,0.000008594722,0.000031929736],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99433786,0.0028592718,0.0011521594,0.0005414407,0.00033174967,0.00077749806],"domain_scores_gemma":[0.9947263,0.004334101,0.00021561616,0.0003176781,0.00015509459,0.00025120412],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011722214,0.00019038867,0.00059178466,0.00025176827,0.00044676242,0.00004170054,0.00008639043,0.00025639354,0.00004479759],"category_scores_gemma":[0.0023661118,0.00013893216,0.000015979367,0.0005312038,0.00050130015,0.00006893517,0.0001428848,0.0027460642,1.9409445e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045960453,0.00009095304,0.5497319,0.0010344026,0.00006017344,0.0005660168,0.33568215,2.2555214e-7,2.912248e-7,0.07140664,0.0041769976,0.03720427],"study_design_scores_gemma":[0.008788256,0.00027563918,0.2834841,0.0013688859,0.0000165833,0.00016456796,0.69729227,0.00002405962,4.564998e-7,0.0049385135,0.0034611337,0.00018550696],"about_ca_topic_score_codex":0.97671646,"about_ca_topic_score_gemma":0.9985958,"teacher_disagreement_score":0.36161014,"about_ca_system_score_codex":0.00078320416,"about_ca_system_score_gemma":0.0052205347,"threshold_uncertainty_score":0.99955463},"labels":[],"label_agreement":null},{"id":"W4409881113","doi":"10.1016/j.jemep.2025.101108","title":"Parental paternalism as an equity issue: A case study of parental influence on adolescents’ reproductive health in Medellín, Colombia","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Paternalism; Psychology; Equity (law); Developmental psychology; Reproductive health; Social psychology; Demography; Sociology; Political science; Population; Law","score_opus":0.17205642742185157,"score_gpt":0.513384048005937,"score_spread":0.3413276205840854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409881113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80960965,0.0027178337,0.000008538349,0.18469355,0.000581297,0.0017910872,0.000024071716,0.000049891572,0.0005240993],"genre_scores_gemma":[0.94591284,0.003448822,0.00004766642,0.04986989,0.0004606552,0.000045614855,0.000062086474,0.000026000509,0.00012640638],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9930037,0.0022043406,0.0016742584,0.0010580345,0.0011881887,0.0008714528],"domain_scores_gemma":[0.9960004,0.0006497876,0.00054156507,0.00090725906,0.0006827125,0.0012182604],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013378787,0.00035162884,0.0012483324,0.00072499766,0.00043353214,0.000032423377,0.00023907561,0.0004189093,0.000041156658],"category_scores_gemma":[0.0045657754,0.0002937073,0.0000456707,0.0012243384,0.0005297491,0.00018612827,0.00023023291,0.003980418,0.0000028039613],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005526993,0.0052326494,0.54393137,0.006380894,0.000091392314,0.001526648,0.37373877,0.0000057985967,0.000005789438,0.0047526048,0.003273366,0.06050803],"study_design_scores_gemma":[0.017917866,0.04854532,0.34884277,0.010066448,0.0001117053,0.0019541574,0.53767604,0.00022278681,0.000011594559,0.004830904,0.029101938,0.0007184702],"about_ca_topic_score_codex":0.278854,"about_ca_topic_score_gemma":0.021801699,"teacher_disagreement_score":0.25705233,"about_ca_system_score_codex":0.0005720898,"about_ca_system_score_gemma":0.0056314683,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W4410347571","doi":"10.1016/j.jemep.2025.101117","title":"Understanding research gaps and priorities for tobacco harm reduction in low-income and middle-income countries","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand; Medical Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministry of Health, New Zealand; Australian Government; International Development Research Centre; Wellcome Trust; University of Otago","keywords":"Low and middle income countries; Harm; Harm reduction; Low income; Environmental health; Socioeconomics; Development economics; Economics; Economic growth; Psychology; Medicine; Developing country; Public health; Social psychology","score_opus":0.443763278400323,"score_gpt":0.4902176028079251,"score_spread":0.04645432440760211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410347571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77130365,0.0034737804,0.00064612244,0.2230082,0.0003914354,0.00069478055,0.000006949848,0.000035688303,0.0004393866],"genre_scores_gemma":[0.98693776,0.010730371,0.000090285655,0.0015849632,0.000233423,0.000042244843,0.000020723064,0.000012261316,0.00034794316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811524,0.00025780636,0.0004024976,0.00031913165,0.00048402208,0.0004213037],"domain_scores_gemma":[0.9979109,0.0013300746,0.0000726596,0.00015930641,0.00028907665,0.00023794013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008926901,0.00012369109,0.0003674557,0.00078464876,0.00052620145,0.00007456462,0.000042446958,0.00025675408,0.000012236492],"category_scores_gemma":[0.0017725765,0.00010473865,0.000013691485,0.0005126369,0.0006543836,0.00017261441,0.00004326427,0.0010398297,1.0393426e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002467033,0.000048627153,0.79086596,0.010807476,0.0000369009,0.000007869786,0.039939784,1.6253509e-7,0.00003117833,0.1533086,0.0009310212,0.003775709],"study_design_scores_gemma":[0.007825446,0.0017150448,0.8358028,0.01740048,0.00006624075,0.00011752175,0.09419577,0.00011050249,0.000047960442,0.028945608,0.013509874,0.0002627882],"about_ca_topic_score_codex":0.0011489494,"about_ca_topic_score_gemma":0.00023335085,"teacher_disagreement_score":0.22142324,"about_ca_system_score_codex":0.0004499899,"about_ca_system_score_gemma":0.0012739248,"threshold_uncertainty_score":0.45176002},"labels":[],"label_agreement":null},{"id":"W4410489165","doi":"10.1016/j.jemep.2025.101122","title":"Strategies to reduce language barriers in clinical research: A national survey of pediatric health researchers","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Adler; Provincial Health Services Authority; University of British Columbia","funders":"University of British Columbia; Strategic Innovation Fund; BC Children's Hospital","keywords":"Pediatric research; Medicine; Family medicine; Psychology; Medical education; Environmental health; Pediatrics","score_opus":0.9331683550699845,"score_gpt":0.7636292561782435,"score_spread":0.169539098891741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410489165","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1585598,0.006110509,0.0002275569,0.82258314,0.00027526627,0.00116714,0.00004172857,0.00003096904,0.011003879],"genre_scores_gemma":[0.93780625,0.025434235,0.0007114076,0.034199342,0.00044850603,0.000040418116,0.000070435424,0.000023843211,0.0012655621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.95689577,0.024208099,0.0047632917,0.001745296,0.0096714515,0.0027160684],"domain_scores_gemma":[0.8502943,0.13737424,0.0003535578,0.0010235278,0.0071592284,0.0037951383],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.36656418,0.00016685529,0.00096980867,0.0022143384,0.00032315025,0.00004618617,0.0004661662,0.00075102766,0.00011749979],"category_scores_gemma":[0.55227786,0.00013772285,0.000057649548,0.0052108383,0.0018069468,0.00011285942,0.00035976886,0.013063705,0.000007932673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00113404,0.0007880984,0.40542614,0.008919943,0.00014162232,0.000044969096,0.059367623,0.000004340185,0.00002010247,0.30176982,0.19329107,0.029092224],"study_design_scores_gemma":[0.0044947234,0.00518094,0.8752301,0.0020448645,0.0000065140775,0.0000054554916,0.06753169,0.00012195038,0.0000028197803,0.029191107,0.016016724,0.0001731591],"about_ca_topic_score_codex":0.042987246,"about_ca_topic_score_gemma":0.03494845,"teacher_disagreement_score":0.7883838,"about_ca_system_score_codex":0.00056092656,"about_ca_system_score_gemma":0.105880216,"threshold_uncertainty_score":0.98921317},"labels":[],"label_agreement":null},{"id":"W4411308909","doi":"10.1016/j.jemep.2025.101135","title":"End of life and death – dead body in Québec law","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dead body; Philosophy; History; Autopsy","score_opus":0.311047769827662,"score_gpt":0.5048743543062844,"score_spread":0.19382658447862233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411308909","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42240408,0.068535574,0.00041731785,0.4834264,0.00016161783,0.0003224586,0.000010452027,0.000024323885,0.024697777],"genre_scores_gemma":[0.9499479,0.017694158,0.00042422613,0.03156424,0.00009428838,0.0000055543464,0.000018374512,0.0000073845786,0.00024387267],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985573,0.00019574323,0.00052357296,0.00019727832,0.00028054148,0.00024550944],"domain_scores_gemma":[0.9977367,0.0014232768,0.00012942708,0.00018104141,0.00020384148,0.00032570004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023070283,0.00011581573,0.0006405788,0.0002670629,0.000059096423,0.0000037832062,0.000054316242,0.00016940014,0.00003977389],"category_scores_gemma":[0.003911889,0.00008730338,0.000022797905,0.00031408484,0.00041772696,0.000051624964,0.000039859013,0.00061714894,4.172689e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008970462,0.00014108015,0.7027745,0.0038088986,0.00009222192,0.000010258367,0.028551219,1.1521047e-7,0.00008537552,0.24710116,0.004283217,0.013062247],"study_design_scores_gemma":[0.005391322,0.0013832448,0.14093858,0.0057093888,0.000050613617,0.000010287434,0.011445054,0.00009487557,0.00010841033,0.0035869197,0.83112943,0.00015188254],"about_ca_topic_score_codex":0.116095826,"about_ca_topic_score_gemma":0.027213117,"teacher_disagreement_score":0.8268462,"about_ca_system_score_codex":0.000057701225,"about_ca_system_score_gemma":0.0032263792,"threshold_uncertainty_score":0.9905377},"labels":[],"label_agreement":null},{"id":"W4413745556","doi":"10.1016/j.jemep.2025.101171","title":"Overcoming language barriers in pediatric clinical research: A qualitative study of researchers' views","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Michael Smith Health Research BC; University of British Columbia; Provincial Health Services Authority","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Pediatric research; Qualitative research; Psychology; Medicine; Sociology; Pediatrics; Anthropology","score_opus":0.8122772411812464,"score_gpt":0.7452117002928506,"score_spread":0.06706554088839589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413745556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7208081,0.006194932,0.000055599,0.25667182,0.00042354886,0.0014971268,0.0000066903203,0.000033224012,0.014308968],"genre_scores_gemma":[0.98164433,0.0064187874,0.00011837691,0.01057588,0.00023138731,0.00018455985,0.000009853411,0.000013166426,0.0008036813],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89689547,0.09733871,0.0028867936,0.0005496722,0.0011786981,0.0011506607],"domain_scores_gemma":[0.9442035,0.052807298,0.00041802885,0.0008224047,0.0011559207,0.0005928543],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16527057,0.00012149984,0.0006575889,0.0010668957,0.0011991436,0.000007738792,0.00045765203,0.00041836075,0.00012372446],"category_scores_gemma":[0.09044758,0.00009743788,0.000031231088,0.0018768628,0.00048219264,0.00007445934,0.00039877786,0.009502347,0.0000069599782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056589397,0.00013258854,0.1544754,0.0015282982,0.000011953837,0.0000015705494,0.8178572,6.8377624e-8,2.8064176e-7,0.01169816,0.0109922895,0.003245621],"study_design_scores_gemma":[0.0015902224,0.0009327451,0.017654335,0.0012564095,0.000003954381,1.5232321e-7,0.95827335,0.000051885625,3.951864e-8,0.0018078727,0.018372206,0.000056837365],"about_ca_topic_score_codex":0.03566919,"about_ca_topic_score_gemma":0.017979404,"teacher_disagreement_score":0.2608362,"about_ca_system_score_codex":0.00028917208,"about_ca_system_score_gemma":0.008461964,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W4414116609","doi":"10.1016/j.jemep.2025.101187","title":"Navigating the legal vacuum: An ethical analysis of brain death, fetal personhood, and maternal autonomy in the post-roe era: Lessons from Smith v. Georgia","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; University of Ottawa","funders":"","keywords":"Personhood; Autonomy; Abortion; Bioethics; Legislature; Nexus (standard); Health care; Informed consent","score_opus":0.09207949239082437,"score_gpt":0.4607013159386987,"score_spread":0.3686218235478743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414116609","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45613122,0.004298978,0.00021905851,0.5384606,0.00011105152,0.00028205934,0.000043597094,0.000017398906,0.000436052],"genre_scores_gemma":[0.8704958,0.0016534092,0.00046884798,0.12671004,0.00040970425,0.000019600837,0.00014896733,0.000015053407,0.00007856938],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9945587,0.0023730558,0.0009818387,0.000554249,0.000930684,0.00060150604],"domain_scores_gemma":[0.9916934,0.0064680683,0.00028538267,0.0006007031,0.00046836518,0.00048410796],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017083138,0.0002672567,0.0009398345,0.0003144181,0.00061505707,0.00009606897,0.00032768984,0.00076798716,0.00005268814],"category_scores_gemma":[0.0039258087,0.00015125661,0.00009815224,0.0014194801,0.0007189986,0.00013324645,0.00011922256,0.010560267,4.807299e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012525555,0.00022268755,0.30866075,0.0015038365,0.0007804618,0.00010428516,0.44871,0.0000036376598,0.000030514057,0.16776344,0.0006765429,0.07141858],"study_design_scores_gemma":[0.0024449213,0.0012858338,0.8696143,0.0013242244,0.0007972397,0.00007864157,0.078692265,0.005308872,0.0000031991,0.003333928,0.03686168,0.0002548899],"about_ca_topic_score_codex":0.11496282,"about_ca_topic_score_gemma":0.009775804,"teacher_disagreement_score":0.56095356,"about_ca_system_score_codex":0.00015747544,"about_ca_system_score_gemma":0.00658267,"threshold_uncertainty_score":0.99904907},"labels":[],"label_agreement":null},{"id":"W4417408578","doi":"10.1016/j.jemep.2025.101233","title":"Safe spaces for co-operationalizing one health: building on momentum in bioethics","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Operationalization; Scope (computer science); Bioethics; Construct (python library); Corporate governance; One Health; Discipline; Service (business); Public health","score_opus":0.3475514160592151,"score_gpt":0.518681799340242,"score_spread":0.17113038328102687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417408578","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007767661,0.005392471,0.007862511,0.96946645,0.0005300721,0.0015899147,0.00004946139,0.0000716585,0.007269785],"genre_scores_gemma":[0.5361888,0.007618757,0.004334203,0.44928935,0.0008528077,0.00014555706,0.00045270126,0.000041791165,0.0010760421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996094,0.0005839303,0.0010406907,0.0005752959,0.00075879146,0.0009473326],"domain_scores_gemma":[0.99512815,0.0027781236,0.00024439264,0.00036624254,0.00032405887,0.0011589999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0132944025,0.00025529714,0.00087600993,0.000883663,0.00060549506,0.00006881468,0.00012344419,0.0003198859,0.0001334561],"category_scores_gemma":[0.005919219,0.0002154557,0.0000615873,0.0007451597,0.0003913191,0.00012849562,0.000037717986,0.0015920679,0.0000032030127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013884227,0.00045818757,0.0024671843,0.0057882676,0.000058468388,0.000003496561,0.007346538,0.0000060879192,0.000010333665,0.8976046,0.030332176,0.055785812],"study_design_scores_gemma":[0.0070557017,0.003506402,0.009691325,0.00499072,0.000028146205,0.000011586195,0.01425788,0.0015542576,0.0000074172103,0.012825456,0.9457886,0.00028247226],"about_ca_topic_score_codex":0.0062332503,"about_ca_topic_score_gemma":0.00073913357,"teacher_disagreement_score":0.9154565,"about_ca_system_score_codex":0.0005312328,"about_ca_system_score_gemma":0.012710118,"threshold_uncertainty_score":0.9928869},"labels":[],"label_agreement":null},{"id":"W7108449981","doi":"10.1016/j.jemep.2025.101228","title":"A bibliometric analysis of vulnerable populations publication in health science research","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; University of Texas Medical Branch","keywords":"Vulnerability (computing); Bibliometrics; Construct (python library); Population; Web of science; MEDLINE; Population health; Qualitative research","score_opus":0.546967111604018,"score_gpt":0.6236287459887616,"score_spread":0.0766616343847436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108449981","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044859502,0.0048610643,0.0006481414,0.9310616,0.0002779245,0.0004209371,0.0000065368413,0.000025985264,0.0178383],"genre_scores_gemma":[0.96196085,0.010434777,0.00032631558,0.026317326,0.00006423002,0.000022220764,0.000021879345,0.0000032793505,0.0008491217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99357635,0.0021913396,0.0009579393,0.00036728434,0.001764236,0.001142826],"domain_scores_gemma":[0.9939229,0.0031494661,0.00024058518,0.00031460758,0.0016237496,0.0007487188],"candidate_categories":["metaresearch","bibliometrics","sts"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.11595808,0.000071246766,0.00046356276,0.1382049,0.002684029,0.000118906166,0.0003609884,0.00013775512,0.00012979281],"category_scores_gemma":[0.043585863,0.00006253483,0.0000294116,0.43228588,0.0015163509,0.00040488463,0.000077544944,0.0011504939,9.544327e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013092856,0.000049578524,0.3120393,0.00037688512,0.000010558524,8.634133e-8,0.022148069,0.0000034938114,1.5867715e-7,0.6369265,0.006058052,0.02238603],"study_design_scores_gemma":[0.00019615381,0.00005744318,0.7840105,0.00016655089,0.000005349934,7.0471714e-8,0.022218354,0.0004423923,1.042564e-7,0.004751441,0.18810931,0.00004229024],"about_ca_topic_score_codex":0.4656158,"about_ca_topic_score_gemma":0.11400315,"teacher_disagreement_score":0.9171013,"about_ca_system_score_codex":0.00068163127,"about_ca_system_score_gemma":0.020443534,"threshold_uncertainty_score":0.9986143},"labels":[],"label_agreement":null}]}