{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3e75ec4739d7","filters":{"venue":"ARS MEDICA Revista de Ciencias Médicas"}},"results":[{"id":"W4200280076","doi":"10.11565/arsmed.v46i4.1853","title":"New beginnings in post graduate medical education. Latin American Medical Education Leaders Forum","year":2021,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Latin Americans; Medical education; Thematic analysis; Surprise; Snowball sampling; Graduate medical education; Pandemic; Openness to experience; Political science; Psychology; Medicine; Sociology; Coronavirus disease 2019 (COVID-19); Qualitative research; Accreditation; Social science","authors":[{"name":"Klaus Püschel","is_ca":false},{"name":"Tai Telesco","is_ca":true},{"name":"Marcela Grez","is_ca":false},{"name":"Trinidad Hoyl","is_ca":false},{"name":"Luis Ibáñez","is_ca":false},{"name":"Oscar Casiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02520927356410494,"gpt":0.3537892484826016,"spread":0.3285799749184966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002688707,0.0004164996,0.0008162351,0.0007879055,0.0002288404,0.00008946193,0.0007273883,0.0004731871,0.005949495],"category_scores_gemma":[0.06433271,0.0004066537,0.0001989537,0.004455697,0.001594772,0.0002398253,0.0001926923,0.001942479,0.000186945],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047034,"about_ca_system_score_gemma":0.083193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138358,"about_ca_topic_score_gemma":0.0002043724,"domain_scores_codex":[0.9921882,0.0003097779,0.001443324,0.0009694797,0.004026005,0.001063252],"domain_scores_gemma":[0.9949165,0.0003029559,0.0004978721,0.001056733,0.001105504,0.002120411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003490202,0.001292339,0.03183275,0.0001415954,0.00004704304,0.000188593,0.002155903,3.463543e-7,0.0001258173,0.01124971,0.3631021,0.5898289],"study_design_scores_gemma":[0.004439185,0.0006243312,0.3185822,0.006771908,0.0004014964,0.004136772,0.05876202,0.002514777,0.0004150087,0.002410129,0.5995196,0.001422672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6032031,0.001830138,0.002170432,0.3826485,0.001366006,0.0005929883,0.000002691089,0.0001659907,0.008020243],"genre_scores_gemma":[0.7395785,0.001163618,0.02653069,0.2247265,0.001560317,0.0002403013,0.0006963827,0.0001261042,0.005377596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5884063,"threshold_uncertainty_score":0.9998385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099960256","doi":"10.11565/arsmed.v45i3.1633","title":"Psychometric properties of a Spanish version of the 10-item Berger's stigma scale in Colombia: a validation study","year":2020,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"Queen's University","keywords":"Cronbach's alpha; Stigma (botany); Exploratory factor analysis; Psychology; Clinical psychology; Human immunodeficiency virus (HIV); Scale (ratio); Confirmatory factor analysis; Construct validity; Psychometrics; Psychiatry; Medicine; Family medicine; Structural equation modeling; Statistics","authors":[{"name":"David Montaño-Agudelo","is_ca":false},{"name":"Jorge Martínez-Cajas","is_ca":true},{"name":"Louise Balfour","is_ca":true},{"name":"Héctor Fabio Mueses-Marín","is_ca":false},{"name":"Jaime Galindo","is_ca":false},{"name":"Beatriz Alvarado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04369980707969884,"gpt":0.3137191486441881,"spread":0.2700193415644893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172833,0.0001151864,0.0004130094,0.0003042257,0.00007857667,0.00001733607,0.0003704472,0.00007052623,0.0005904616],"category_scores_gemma":[0.006662898,0.00007796608,0.0001832137,0.002672299,0.0003413208,0.00009142028,0.0001497182,0.0002602938,0.00002046316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146488,"about_ca_system_score_gemma":0.0004222902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567592,"about_ca_topic_score_gemma":0.00002908758,"domain_scores_codex":[0.9974768,0.0002847358,0.0006214207,0.0002747177,0.001065923,0.0002763753],"domain_scores_gemma":[0.9988314,0.00008648669,0.0002214962,0.0003487527,0.000229986,0.0002818892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004538507,0.00284654,0.8248375,0.001042063,0.0001101408,0.00002276364,0.004793103,0.000003560522,0.0591727,0.00003642811,0.09384236,0.01283897],"study_design_scores_gemma":[0.00764283,0.009721968,0.9025259,0.003790957,0.0003919515,0.00003908123,0.01046006,0.0026729,0.04179056,0.00001617895,0.0206574,0.0002901951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945341,0.0006896503,0.00005629944,0.002259563,0.00002521936,0.0009890759,0.0000125506,0.00001818289,0.001415299],"genre_scores_gemma":[0.9986525,0.00008877558,0.00006337009,0.0001555132,0.000027504,0.00003871594,0.000005752987,0.00001244791,0.0009554375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07768838,"threshold_uncertainty_score":0.7976592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200034444","doi":"10.11565/arsmed.v46i4.1862","title":"Challenges of implementing competency-based medical education postgraduate training programs: the issue of context","year":2021,"lang":"en","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Royal College of Physicians and Surgeons of Canada; University of Ottawa","funders":"McGill University; University of Ottawa","keywords":"Context (archaeology); Fidelity; Curriculum; Medical education; Core competency; Professional development; Medicine; Psychology; Computer science; Business; Pedagogy","authors":[{"name":"Marcio M. Gomes","is_ca":true},{"name":"Linda Snell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05009090373313492,"gpt":0.3645327489627853,"spread":0.3144418452296504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004193651,0.0001883309,0.0005528628,0.0001894568,0.0001546692,0.00001876253,0.0004081957,0.000168996,0.0008416511],"category_scores_gemma":[0.01438639,0.0001423069,0.0001624871,0.001144722,0.0009306571,0.00006250109,0.00008666208,0.0005084521,0.000007782471],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342801,"about_ca_system_score_gemma":0.01657582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004614724,"about_ca_topic_score_gemma":0.00002868852,"domain_scores_codex":[0.9960369,0.0002796449,0.001138724,0.0003797768,0.001684571,0.000480317],"domain_scores_gemma":[0.9970167,0.0003136884,0.0005872701,0.0006854607,0.001142192,0.0002546671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000197634,0.0008633656,0.003782174,0.0006986459,0.00008084969,0.00002517661,0.00595597,2.422219e-7,0.000715041,0.05956775,0.005770971,0.92252],"study_design_scores_gemma":[0.007299495,0.001822047,0.07633935,0.01594955,0.001478395,0.001976231,0.2673885,0.009206674,0.009221439,0.004873844,0.6033874,0.001057151],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6840206,0.01577237,0.001689948,0.2760572,0.0007379124,0.001331261,0.00000783993,0.0001084392,0.02027444],"genre_scores_gemma":[0.9786885,0.0005111963,0.01058225,0.009622614,0.0002396823,0.00009168708,0.0001138993,0.00002722842,0.000122891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9214629,"threshold_uncertainty_score":0.9939159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284682443","doi":"10.11565/arsmed.v47i3.1860","title":"Profesionalizar la educación médica de residentes para un mejor cuidado de los pacientes: desarrollo e implementación de la educación por competencias CanMEDS en la UC","year":2022,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Humanities; Political science; Sociology; Medicine; Philosophy","authors":[{"name":"Trinidad Hoyl","is_ca":false},{"name":"Marcela Grez","is_ca":false},{"name":"Marcio M. Gomes","is_ca":true},{"name":"Klaus Püschel","is_ca":false},{"name":"Linda Snell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999434055078818,"gpt":0.4194093798098859,"spread":0.3894150392590977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03674122,0.001098301,0.001611848,0.0009845375,0.004549801,0.000251752,0.002490759,0.00122033,0.01136794],"category_scores_gemma":[0.02564176,0.001091131,0.0005827043,0.002506174,0.002001413,0.0003314255,0.001262163,0.006118584,0.0002115429],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00640027,"about_ca_system_score_gemma":0.07854337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556116,"about_ca_topic_score_gemma":0.00008184667,"domain_scores_codex":[0.9628516,0.02415219,0.002993336,0.001720555,0.003495211,0.004787099],"domain_scores_gemma":[0.9762356,0.01355255,0.001713075,0.001621263,0.0004319702,0.006445578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005423949,0.004571788,0.3139168,0.00520408,0.0003311016,0.001596672,0.05668918,0.00001369624,0.002173934,0.04612563,0.5407972,0.02803748],"study_design_scores_gemma":[0.002981784,0.0005917487,0.1622644,0.003039775,0.0005861095,0.001459798,0.05007304,0.0003827994,0.0001629408,0.002394638,0.7750658,0.0009971942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966185,0.01182861,0.001317799,0.07361202,0.001883765,0.004389837,0.0008843656,0.0004219647,0.009043094],"genre_scores_gemma":[0.9375134,0.00646402,0.005419414,0.04199462,0.001641658,0.002852531,0.0004341737,0.0002750402,0.003405164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2342686,"threshold_uncertainty_score":0.9991539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393357387","doi":"10.11565/arsmed.v49i1.2061","title":"La revolución de la ciencia de datos y la inteligencia artificial en la medicina moderna","year":2024,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","authors":[{"name":"Alejandro Cataldo Cornejo","is_ca":false},{"name":"P. Rey","is_ca":false},{"name":"Antoine Sauré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05954999650723843,"gpt":0.4144302090581381,"spread":0.3548802125508997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02243601,0.000767228,0.001073062,0.0008409757,0.0005581167,0.0007791035,0.001230224,0.001407185,0.001117833],"category_scores_gemma":[0.02085338,0.0007168197,0.000454429,0.002032836,0.002914098,0.0004031912,0.0002963221,0.003440208,0.0006859877],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250738,"about_ca_system_score_gemma":0.01431912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680943,"about_ca_topic_score_gemma":0.00008295539,"domain_scores_codex":[0.9885499,0.004201715,0.001950337,0.001447011,0.001884307,0.001966659],"domain_scores_gemma":[0.9858932,0.01009376,0.0004212195,0.001218155,0.0003468832,0.002026757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002053651,0.0008775686,0.01835423,0.002889384,0.000280861,0.005387146,0.0553011,0.00004277015,0.01264062,0.1056725,0.04645825,0.7518902],"study_design_scores_gemma":[0.0004310893,0.001007049,0.01684083,0.01863428,0.00225522,0.008595758,0.02977858,0.06285218,0.01091031,0.03508054,0.8117312,0.001882946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839689,0.02921186,0.02700858,0.01153063,0.001526338,0.001254162,0.00007248106,0.0006219821,0.04480503],"genre_scores_gemma":[0.9777892,0.01388949,0.001354843,0.002733371,0.003033294,0.0001629665,0.00005183341,0.000166948,0.0008180422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765273,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234631100","doi":"10.11565/arsmed.v17i3.718","title":"Sarampión en Chile 1960-1985","year":2017,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Migration, Education, Indigenous Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"S. Barja Y.","is_ca":true},{"name":"G. Repetto D.","is_ca":false},{"name":"A. Saenger L.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725120874887116,"gpt":0.332337646689673,"spread":0.3150864379408018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006662016,0.0005094539,0.0007385952,0.0002142356,0.009913389,0.002123498,0.003481351,0.0007361102,0.001376577],"category_scores_gemma":[0.008410892,0.0005420612,0.0003833226,0.0006436101,0.00324897,0.0008758054,0.000241774,0.0007955465,0.0006810818],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428618,"about_ca_system_score_gemma":0.008752134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317445,"about_ca_topic_score_gemma":0.005936918,"domain_scores_codex":[0.9932723,0.00107659,0.0009646495,0.0009766846,0.0021015,0.001608291],"domain_scores_gemma":[0.994502,0.0006126692,0.001444156,0.001863353,0.0004375294,0.001140258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002677103,0.000976362,0.1437387,0.0002778833,0.0002149337,0.0000720583,0.400837,0.000005666197,0.0001825457,0.3438657,0.04554266,0.0642597],"study_design_scores_gemma":[0.000514259,0.0001302127,0.2152945,0.0004064738,0.0002299634,0.00001998504,0.01243834,0.0002278276,0.00001919867,0.003652711,0.7663098,0.0007567452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548099,0.002729469,0.0004184119,0.01736067,0.002387857,0.001417333,0.000130624,0.0002266577,0.1205191],"genre_scores_gemma":[0.9707025,0.01476006,0.0008024929,0.001247132,0.002444534,0.00005881168,0.00006296745,0.00007784113,0.009843663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7207671,"threshold_uncertainty_score":0.9999417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230832422","doi":"10.11565/arsmed.v17i3.717","title":"Traumatismos pediátricos: resucitación, estabilización y eventual derivación y/o terapia definitiva","year":2017,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"J. Venturelli B.","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04474920851196212,"gpt":0.3270360447916073,"spread":0.2822868362796452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00341092,0.001129081,0.001756655,0.0007396963,0.002102187,0.001716764,0.002777452,0.0007145498,0.002941536],"category_scores_gemma":[0.01381467,0.00106083,0.0008000513,0.0007506164,0.002291978,0.001060522,0.0009025204,0.001326603,0.001164736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874875,"about_ca_system_score_gemma":0.001170975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003621965,"about_ca_topic_score_gemma":0.00002109678,"domain_scores_codex":[0.9908761,0.0005204151,0.001869327,0.001841753,0.002607627,0.0022848],"domain_scores_gemma":[0.9911696,0.001147932,0.001498049,0.003877358,0.0003443338,0.001962719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000533997,0.002766784,0.3816053,0.00305044,0.0009300779,0.004563684,0.003724846,0.000001963258,0.0007043962,0.107051,0.1201184,0.3749491],"study_design_scores_gemma":[0.007041219,0.001247698,0.7542656,0.00545012,0.002125784,0.0002980871,0.00188667,0.000424766,0.0004198668,0.001453158,0.2239444,0.001442628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930647,0.02135317,0.001224937,0.01914589,0.001726435,0.002673869,0.0002073232,0.0004929227,0.06011075],"genre_scores_gemma":[0.9761951,0.01620737,0.001660266,0.002963259,0.001144869,0.0002432708,0.0001113409,0.0001749327,0.001299613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3735065,"threshold_uncertainty_score":0.999613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976179205","doi":"10.11565/arsmed.v44i3.1560","title":"Braquiterapia para el cáncer de próstata. Una revisión actualizada de su historia, sus indicaciones, la evidencia que la sustenta y sus controversias.","year":2019,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Ethics and bioethics in healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Tomás Merino Lara","is_ca":false},{"name":"Piero Bettoli","is_ca":false},{"name":"Ignacio San Francisco Reyes","is_ca":false},{"name":"Alvaro Zuñiga Diaz","is_ca":false},{"name":"Ananth Ravi","is_ca":true},{"name":"Hugo Marsiglia","is_ca":false},{"name":"Eugenio Vinés Vasquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03669137012319194,"gpt":0.374794153062881,"spread":0.338102782939689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01915759,0.001130338,0.002097316,0.000674402,0.0007003986,0.000645494,0.001855583,0.002762367,0.00157309],"category_scores_gemma":[0.01958562,0.001051343,0.0006853686,0.001504591,0.00240349,0.0004471468,0.000601055,0.005837449,0.0002954789],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004533227,"about_ca_system_score_gemma":0.01702405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998648,"about_ca_topic_score_gemma":0.0001056233,"domain_scores_codex":[0.9858025,0.003871489,0.002176396,0.001881523,0.003414927,0.002853103],"domain_scores_gemma":[0.9822903,0.01011583,0.001555413,0.002261407,0.001045667,0.002731447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001838958,0.00130778,0.3150392,0.02346533,0.001158147,0.008128301,0.02540472,0.000007235359,0.006502369,0.5159711,0.08048737,0.02068957],"study_design_scores_gemma":[0.006680158,0.001664207,0.03336572,0.02385211,0.001543782,0.001969076,0.005726345,0.0005474888,0.0004040758,0.002865428,0.919645,0.001736641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7838772,0.1389787,0.0008654945,0.05233197,0.002209479,0.004810149,0.0005348427,0.0004862383,0.01590593],"genre_scores_gemma":[0.9235467,0.05485386,0.0007091644,0.01642691,0.001349289,0.00009307511,0.000208943,0.0002037174,0.002608374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8391576,"threshold_uncertainty_score":0.9993396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405931995","doi":"10.11565/arsmed.v49i4.2115","title":"Avances y desafíos en el tratamiento de la insuficiencia hepática aguda","year":2024,"lang":"es","type":"article","venue":"ARS MEDICA Revista de Ciencias Médicas","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Political science","authors":[{"name":"Francisco Idalsoaga-Ferrer","is_ca":true},{"name":"Luis Antonio Díaz-Piga","is_ca":false},{"name":"Juan Pablo Arab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120402045717028,"gpt":0.3174353328281162,"spread":0.3062313123709459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003128899,0.0005115042,0.0006460442,0.0004652399,0.0003115635,0.0005401208,0.000646546,0.0004250394,0.0006664862],"category_scores_gemma":[0.0007387802,0.000445812,0.0003595444,0.001226219,0.001157424,0.0004243944,0.00008063943,0.000952405,0.0005260825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006368815,"about_ca_system_score_gemma":0.003606384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681182,"about_ca_topic_score_gemma":0.000005151636,"domain_scores_codex":[0.9948218,0.0007761777,0.0008080286,0.0009697181,0.001478077,0.001146209],"domain_scores_gemma":[0.9963019,0.001612343,0.0001506537,0.0005886226,0.0001140317,0.001232469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001108474,0.004090425,0.1935062,0.02825042,0.00427819,0.04870336,0.1060225,0.00006376678,0.05107254,0.3135374,0.03247273,0.216894],"study_design_scores_gemma":[0.006315271,0.002219164,0.5650973,0.02866823,0.01776588,0.003946797,0.01043792,0.01955435,0.009365168,0.005433061,0.3283453,0.002851481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238896,0.04920432,0.003981648,0.002003764,0.0006167548,0.0007951748,0.0002426026,0.0003919142,0.01887427],"genre_scores_gemma":[0.9754537,0.02066437,0.0004534734,0.001879301,0.0007262273,0.00007227119,0.00009785743,0.00007688855,0.0005759306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3715912,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}