{"meta":{"query_hash":"7a366803f75d","filters":{"venue":"Recenti Progressi in Medicina"},"cohort_total":28,"direct_labels_cover":0,"predictions_cover":28,"exported":28,"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/7a366803f75d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Recenti+Progressi+in+Medicina"},"results":[{"id":"W2409579432","doi":"10.1701/1574.17108","title":"Sicurezza in chirurgia. Lunga vita alla checklist, … ma non solo checklist","year":2014,"lang":"en","type":"review","venue":"Recenti Progressi in Medicina","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"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":"Checklist; Intervention (counseling); Patient safety; Health care; Surgical procedures; Medicine; Simple (philosophy); Medical emergency; Nursing; Psychology; Political science; Surgery","score_opus":0.023023285224100375,"score_gpt":0.36071963788205125,"score_spread":0.3376963526579509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409579432","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":[0.00025054015,0.9421304,0.0000060701095,0.0010173878,0.0011951578,0.0033467591,0.000013482225,0.00012787856,0.051912315],"genre_scores_gemma":[0.0002309552,0.9860309,0.00029717863,0.00043883862,0.0013966465,0.0005977646,0.0006938612,0.00022121775,0.010092691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925339,0.0007886598,0.0024387215,0.0014158275,0.0014000147,0.0014228615],"domain_scores_gemma":[0.996124,0.00091674156,0.00083816575,0.0013467798,0.00012126134,0.0006530351],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0034626937,0.001275961,0.009045614,0.0009932271,0.00008173358,0.00007806624,0.0006561955,0.0015046814,0.00047206396],"category_scores_gemma":[0.0010001919,0.00091618544,0.0018311229,0.0014329593,0.000430306,0.00010860325,0.00020339676,0.002471575,0.00032110652],"study_design_candidate":"design_other","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":[0.000124534,0.00059425796,0.006307498,0.033449203,0.0002886,0.0035486112,0.00020198362,1.7083761e-7,7.4698806e-7,0.00026277982,0.0044436376,0.95077795],"study_design_scores_gemma":[0.0027912236,0.00024541115,0.002400452,0.057193626,0.0012691978,0.0008345271,0.00005465953,0.000026069478,0.0000024560507,0.000011437199,0.9343923,0.0007786386],"about_ca_topic_score_codex":0.00009829839,"about_ca_topic_score_gemma":0.00007116286,"teacher_disagreement_score":0.94999933,"about_ca_system_score_codex":0.0006730081,"about_ca_system_score_gemma":0.00071161886,"threshold_uncertainty_score":0.9999992},"labels":[],"label_agreement":null},{"id":"W2438110648","doi":"10.1701/1868.20402","title":"La partecipazione della persona al percorso di cura.Nuove prospettive in oncologia","year":2015,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"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":"Psychological intervention; Health care; Medicine; Service (business); Nursing; Patient participation; Public relations; Psychology; Medical education; Political science; Business","score_opus":0.26654094474622425,"score_gpt":0.5228552299520959,"score_spread":0.25631428520587163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2438110648","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":[0.9646903,0.0018945077,0.00009061908,0.024681551,0.0007128855,0.0018933585,0.00000814001,0.000097205855,0.005931412],"genre_scores_gemma":[0.99361414,0.00067910843,0.0027881726,0.00197471,0.00034916645,0.00020507486,0.00014189357,0.000044576354,0.00020316668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597603,0.00059929607,0.00128082,0.00059453415,0.00096833234,0.0005809756],"domain_scores_gemma":[0.9976594,0.00096544996,0.00029286632,0.00036632954,0.0003265367,0.0003894126],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0048291073,0.00027589247,0.0006531608,0.00026494797,0.000038483086,0.00002945478,0.00017850556,0.00027404816,0.00021296881],"category_scores_gemma":[0.008616586,0.00022577372,0.00008383844,0.0007248253,0.0003169562,0.00029268576,0.00012593412,0.0011250831,0.00011395832],"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":[0.0012464155,0.0015098955,0.739688,0.00010378244,0.000046456036,0.00089365954,0.004090727,0.0000052578594,0.00021834657,0.00010516684,0.018967913,0.2331244],"study_design_scores_gemma":[0.035761345,0.004576685,0.5987361,0.002959529,0.00039654426,0.0007494234,0.037745424,0.006334386,0.00045087026,0.0008927432,0.31054226,0.00085469347],"about_ca_topic_score_codex":0.00026196774,"about_ca_topic_score_gemma":0.00045668834,"teacher_disagreement_score":0.29157433,"about_ca_system_score_codex":0.0007253089,"about_ca_system_score_gemma":0.00068378757,"threshold_uncertainty_score":0.9997343},"labels":[],"label_agreement":null},{"id":"W2504204253","doi":"10.1701/2296.24698","title":"Il carcinoma pancreatico","year":2016,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"Pancreatic and Hepatic Oncology Research","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":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Carcinoma; Internal medicine","score_opus":0.03675948385502615,"score_gpt":0.3509506172209118,"score_spread":0.31419113336588567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504204253","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":[0.9009017,0.022422815,0.00016559362,0.020313753,0.0016081601,0.0023433042,0.000058706624,0.00011641956,0.05206955],"genre_scores_gemma":[0.95520926,0.01747822,0.0007799317,0.00040824106,0.0014777198,0.00028050295,0.000033319695,0.0001001301,0.024232704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931938,0.00081102026,0.0013601512,0.0010697932,0.001563754,0.0020014923],"domain_scores_gemma":[0.99589527,0.0012632272,0.00037382942,0.0011783997,0.00034271847,0.0009465858],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027953936,0.0006139304,0.0019261882,0.00061634835,0.00017096609,0.00003620667,0.00057322346,0.0007293683,0.0073781395],"category_scores_gemma":[0.002490025,0.0003745599,0.00020958272,0.0009152241,0.0015010317,0.00020220109,0.00026561483,0.0009149675,0.0020652125],"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":[0.0006236245,0.0008864178,0.7728871,0.0005040869,0.00021769639,0.0018830776,0.00077469397,2.3070513e-8,0.0010518456,0.00054877694,0.010440198,0.21018243],"study_design_scores_gemma":[0.018704647,0.0030081868,0.86219853,0.012602578,0.0010019385,0.0003442901,0.0012372616,0.00035194153,0.0013106004,0.0007636837,0.09785926,0.00061709434],"about_ca_topic_score_codex":0.00024529573,"about_ca_topic_score_gemma":0.000045965062,"teacher_disagreement_score":0.20956534,"about_ca_system_score_codex":0.00095935684,"about_ca_system_score_gemma":0.0015244137,"threshold_uncertainty_score":0.99987066},"labels":[],"label_agreement":null},{"id":"W2781885751","doi":"10.1701/2802.28354","title":"GRADE Evidence to Decision (EtD) framework: <BR>un approccio sistematico e trasparente <BR>per prendere decisioni informate in ambito sanitario. <BR>1: Introduzione","year":2017,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Grading (engineering); Certainty; Health care; Context (archaeology); Knowledge management; Management science; Computer science; Political science; Engineering","score_opus":0.24798360436170916,"score_gpt":0.4389528634244575,"score_spread":0.19096925906274834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781885751","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":[0.89598227,0.031115847,0.016169066,0.040665735,0.005590858,0.0074186646,0.000170684,0.00023335582,0.0026535403],"genre_scores_gemma":[0.94835013,0.005338169,0.03967041,0.0036265606,0.001041844,0.001316361,0.000097534765,0.00016778221,0.00039123322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9843486,0.0008061851,0.009727611,0.0020122898,0.0011745509,0.0019307545],"domain_scores_gemma":[0.9865073,0.0034662876,0.0053877495,0.0033287022,0.0003359407,0.0009740375],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.029120917,0.00094342243,0.0031842394,0.0016690419,0.00094560784,0.0008730072,0.0026606438,0.00095672207,0.0009697189],"category_scores_gemma":[0.037029102,0.0010037412,0.00035196173,0.00088775094,0.0004067803,0.0030040157,0.0007898193,0.001389158,0.0027799185],"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":[0.0020665526,0.0039044856,0.5937896,0.009868693,0.00072849786,0.00018488782,0.050376527,0.0014832,0.00018042803,0.050435912,0.09401536,0.19296585],"study_design_scores_gemma":[0.010377241,0.0010604018,0.686583,0.036336314,0.00013652054,0.00012330127,0.0027665193,0.018180115,0.00012132223,0.04976879,0.191243,0.0033035106],"about_ca_topic_score_codex":0.00031902533,"about_ca_topic_score_gemma":0.0018507997,"teacher_disagreement_score":0.18966234,"about_ca_system_score_codex":0.0018939584,"about_ca_system_score_gemma":0.0004996744,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W2811361269","doi":"10.1701/2902.29246","title":"GRADE Evidence to Decision (EtD) framework: un approccio sistematico e trasparente per prendere decisioni informate in ambito sanitario. 2: Linee-guida per la pratica clinica","year":2018,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Grading (engineering); Guideline; Health care; Evidence-based medicine; Clinical Practice; Evidence-based practice; Best practice; Management science; Medicine; Computer science; Process management; Nursing; Alternative medicine; Business; Political science; Engineering","score_opus":0.20048120946795736,"score_gpt":0.5106719929702912,"score_spread":0.31019078350233387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811361269","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":[0.949321,0.0022783948,0.020381788,0.019523615,0.0016129809,0.005486631,0.0000111485915,0.00018198877,0.0012025055],"genre_scores_gemma":[0.8419402,0.0013887101,0.1520337,0.003395975,0.00066933123,0.00035131414,0.000054417378,0.00007649952,0.00008983583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9910504,0.0006875563,0.0043901484,0.0009594775,0.0020022506,0.00091017084],"domain_scores_gemma":[0.986917,0.009592895,0.0008930276,0.0012347236,0.0007239651,0.00063837925],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008057758,0.00051900826,0.0011615964,0.00061361754,0.00015703724,0.00015267172,0.0005968221,0.00057593023,0.0013907858],"category_scores_gemma":[0.06358101,0.00040924066,0.0001954282,0.001242684,0.00035203897,0.0009331156,0.00039678314,0.0016178649,0.00047855705],"study_design_candidate":"observational","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":[0.0058459723,0.0027130777,0.21990976,0.0011838078,0.00015927444,0.00025968492,0.011188416,0.000027904896,0.00030309788,0.00030397577,0.012690917,0.74541414],"study_design_scores_gemma":[0.02845051,0.009112495,0.6675746,0.08325174,0.0013977818,0.00080897816,0.014060404,0.011868138,0.0012503492,0.008041819,0.1719111,0.0022720753],"about_ca_topic_score_codex":0.000101755235,"about_ca_topic_score_gemma":0.000663102,"teacher_disagreement_score":0.743142,"about_ca_system_score_codex":0.0003598175,"about_ca_system_score_gemma":0.0006284325,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W2899991194","doi":"10.1701/2990.29926","title":"L’obbligo di non trascurare nuove realtà: il dramma dei migranti","year":2018,"lang":"en","type":"editorial","venue":"Recenti Progressi in Medicina","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"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":"World Health Organization","keywords":"Hospitality; Population; Politics; Outbreak; Quarter (Canadian coin); Political science; Geography; Ethnology; Criminology; Socioeconomics; History; Sociology; Medicine; Tourism; Environmental health; Law; Virology","score_opus":0.014130464801378684,"score_gpt":0.3566073418486001,"score_spread":0.3424768770472214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899991194","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013485655,0.01284348,0.000046360878,0.00096290314,0.9512763,0.0024251107,0.00037116843,0.00026496506,0.018324025],"genre_scores_gemma":[0.016506046,0.0061162524,0.0002987045,0.0002358282,0.9626218,0.00092018134,0.004767746,0.00029768102,0.0082357805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99210507,0.000690038,0.0017634066,0.0017015332,0.001919358,0.0018205678],"domain_scores_gemma":[0.995359,0.00080356764,0.0010481221,0.0015040995,0.00060190685,0.00068329903],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0021885715,0.0009207731,0.0014849626,0.0007322458,0.00027930157,0.000105292216,0.0010818607,0.0031170568,0.0020449813],"category_scores_gemma":[0.00095842633,0.00080791424,0.00028314572,0.0009991521,0.0005063661,0.0001784611,0.00009374252,0.0027979221,0.001121447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050694094,0.0005667511,0.0053940546,0.00098309,0.00013211186,0.00026098677,0.008263008,5.1693807e-8,0.0000017596254,0.00006496493,0.891534,0.09229232],"study_design_scores_gemma":[0.004031364,0.0009311546,0.0074180225,0.0025542472,0.00017412932,0.000021218219,0.0009341158,0.000012193086,0.000017459093,0.00022851727,0.9829847,0.00069285126],"about_ca_topic_score_codex":0.0018471584,"about_ca_topic_score_gemma":0.006558313,"teacher_disagreement_score":0.09159947,"about_ca_system_score_codex":0.0003272485,"about_ca_system_score_gemma":0.00095097034,"threshold_uncertainty_score":0.9996563},"labels":[],"label_agreement":null},{"id":"W2902957037","doi":"10.1701/2990.29928","title":"ROBIS: un nuovo strumento sviluppato per valutare i rischi di distorsione nelle revisioni sistematiche","year":2018,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"Medical Research Council","keywords":"Systematic review; Psychological intervention; Relevance (law); Scope (computer science); Identification (biology); Selection bias; Psychology; Guideline; Process (computing); MEDLINE; Health care; Risk analysis (engineering); Medicine; Applied psychology; Computer science; Pathology; Psychiatry","score_opus":0.529563716789256,"score_gpt":0.5178324004883289,"score_spread":0.011731316300927053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902957037","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":[0.88804954,0.040017664,0.009080904,0.010549563,0.004657487,0.0067205033,0.000045401197,0.000090537564,0.040788416],"genre_scores_gemma":[0.97989744,0.0003517298,0.008365328,0.00035208568,0.0005436007,0.00016540696,0.000035423196,0.000048105234,0.01024091],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96924156,0.009745234,0.00994367,0.0017748906,0.00854543,0.0007491981],"domain_scores_gemma":[0.9871231,0.001629151,0.004557659,0.004845473,0.0013686564,0.00047601492],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.08031208,0.00059936906,0.004264002,0.00060834974,0.00043768127,0.0007319411,0.0026964801,0.00022794459,0.04369016],"category_scores_gemma":[0.022184867,0.0002885451,0.0011719271,0.0025033646,0.0003776995,0.0004144652,0.0004578416,0.00043005537,0.007917335],"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":[0.000067803005,0.0008303588,0.28702107,0.0009593581,0.0004988355,0.00007313048,0.006549891,0.000008422111,0.00015952282,0.0010524341,0.23615079,0.4666284],"study_design_scores_gemma":[0.0018288514,0.00050318084,0.057537295,0.004473653,0.0009098928,0.000076347715,0.007181163,0.010162059,0.00030462648,0.007794666,0.90822107,0.0010072102],"about_ca_topic_score_codex":0.000021564516,"about_ca_topic_score_gemma":0.000050983588,"teacher_disagreement_score":0.67207026,"about_ca_system_score_codex":0.00016006408,"about_ca_system_score_gemma":0.0001188581,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W2916129433","doi":"10.1701/2848.28757","title":"La pancreatite cronica: nuova definizione e prospettive","year":2018,"lang":"en","type":"review","venue":"Recenti Progressi in Medicina","topic":"Pancreatitis Pathology and Treatment","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":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatitis; Pathogenesis; Medicine; Etiology; Disease; Acute pancreatitis; Autoimmune pancreatitis; Intensive care medicine; Internal medicine; Gastroenterology","score_opus":0.053012958841657264,"score_gpt":0.3979080572803384,"score_spread":0.34489509843868116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916129433","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":[0.00034973616,0.9667935,0.0000054012103,0.00010175,0.0004327655,0.002997634,0.000054170214,0.00014988046,0.029115178],"genre_scores_gemma":[0.00016334374,0.9929616,0.001872739,0.00007342962,0.00053789763,0.0012848128,0.00074676296,0.00012301156,0.002236443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958046,0.00072356587,0.0010964654,0.0010551827,0.0005352346,0.000784951],"domain_scores_gemma":[0.99769646,0.00034718952,0.00060863205,0.0009128999,0.0001391741,0.00029564326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011135271,0.00079447293,0.0034754928,0.00047032593,0.00010903663,0.000026030475,0.00027208767,0.0011713584,0.00039141596],"category_scores_gemma":[0.00046713764,0.00054876175,0.00047962228,0.00078648893,0.000925624,0.00007647739,0.00014505662,0.0013446786,0.000823804],"study_design_candidate":"design_other","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":[0.00007192802,0.0008803818,0.0123931235,0.011387126,0.00075808534,0.0045372546,0.00016476832,3.3252143e-9,1.3159955e-7,0.00037867125,0.0019890678,0.9674395],"study_design_scores_gemma":[0.0021155092,0.0007148926,0.0019487065,0.08560754,0.0033368585,0.0034925912,0.000025185192,7.5479244e-7,0.0000034178493,0.00008775093,0.90229046,0.00037633567],"about_ca_topic_score_codex":0.000020290461,"about_ca_topic_score_gemma":0.000014342782,"teacher_disagreement_score":0.9670631,"about_ca_system_score_codex":0.0005918256,"about_ca_system_score_gemma":0.00094784267,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W2955031167","doi":"10.1701/3154.31342","title":"Tutte le prove sono real world evidence","year":2019,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Evidence-based practice; Randomized controlled trial; Observational study; Evidence-based medicine; Real world evidence; Scientific evidence; Equity (law); Evidence-based policy; Health care; MEDLINE; Medicine; Psychology; Alternative medicine; Political science; Pathology","score_opus":0.34562038796160865,"score_gpt":0.4679468835184356,"score_spread":0.12232649555682695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955031167","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":[0.79150605,0.018617136,0.0002473525,0.10491447,0.0035994642,0.0038176526,0.00004913319,0.00019522481,0.0770535],"genre_scores_gemma":[0.97919667,0.0018833845,0.002986493,0.0055333897,0.0006661944,0.00033369818,0.000034925728,0.00006995023,0.009295306],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99463063,0.00035130873,0.003314408,0.00082163344,0.00020002037,0.00068201096],"domain_scores_gemma":[0.9964612,0.0007997568,0.0017152685,0.00074477564,0.000064633474,0.00021434763],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.017064624,0.00023679582,0.0010771761,0.00055091816,0.000098157834,0.00008252226,0.00047395253,0.0001553225,0.001076282],"category_scores_gemma":[0.0021715257,0.00027707848,0.00010097084,0.00054790924,0.0001174415,0.00079353864,0.00009706146,0.0003936457,0.0048146043],"study_design_candidate":"observational","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":[0.00004359986,0.00020553853,0.9135101,0.0009302355,0.000040672832,0.0000076807755,0.0017380915,0.0000208202,0.000010412022,0.04993466,0.027950007,0.005608223],"study_design_scores_gemma":[0.0044239005,0.00044376033,0.3986202,0.005744078,0.000017721417,0.000014295954,0.0024656756,0.00936547,0.00009272935,0.020680603,0.55683464,0.0012969042],"about_ca_topic_score_codex":0.0019849297,"about_ca_topic_score_gemma":0.0007039503,"teacher_disagreement_score":0.52888465,"about_ca_system_score_codex":0.0007017738,"about_ca_system_score_gemma":0.00038533905,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W3016668438","doi":"10.1701/3347.33181","title":"Pandemie post-normali. Perché CoViD-19 richiede un nuovo approccio alla scienza","year":2020,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Guelph","funders":"Economic and Social Research Council","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Covenant; 2019-20 coronavirus outbreak; New normal; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Falling (accident); Virology; Health science; Coronavirus Infections; Political science; Medicine; Law; Infectious disease (medical specialty); Medical education; Environmental health; Disease","score_opus":0.22525014771126572,"score_gpt":0.45990195828416464,"score_spread":0.2346518105728989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016668438","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":[0.4024353,0.0140886195,0.0007318724,0.56600785,0.00067441614,0.0040459773,0.000033814355,0.0005088905,0.011473239],"genre_scores_gemma":[0.8152086,0.005074768,0.0023205031,0.17549697,0.0011697698,0.0001720907,0.00019103185,0.00007463135,0.00029163854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934963,0.00038241665,0.0008362638,0.00079407694,0.0022992895,0.002191651],"domain_scores_gemma":[0.9806506,0.0005416019,0.00017806236,0.00048485695,0.00027650918,0.01786837],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004320782,0.00035519636,0.0008265578,0.00034351734,0.0002325595,0.000057055364,0.00045651002,0.0003596196,0.0018384388],"category_scores_gemma":[0.0911172,0.00025968993,0.00012538175,0.0015235173,0.00062532607,0.00021950566,0.00019291384,0.0017043782,0.00025219895],"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":[0.002342674,0.0013175332,0.1394981,0.005801399,0.00012455534,0.0041192896,0.009547381,0.0000036089282,0.0030691528,0.00022139697,0.114712104,0.7192428],"study_design_scores_gemma":[0.0121531,0.0033738979,0.020720886,0.0011914477,0.0001086168,0.00044082527,0.0028299713,0.0024755108,0.00067412766,0.00013632234,0.95541286,0.00048244192],"about_ca_topic_score_codex":0.00013924674,"about_ca_topic_score_gemma":0.000024958183,"teacher_disagreement_score":0.84070075,"about_ca_system_score_codex":0.0005987009,"about_ca_system_score_gemma":0.009997344,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W3086527119","doi":"10.1701/3421.34062","title":"VLCD E VLCKD nel trattamento di obesi affetti da diabete non insulinodipendente o prediabete: evidenze e riflessioni cliniche","year":2020,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Prediabetes; Medicine; Type 2 diabetes; Diabetes mellitus; Obesity; Calorie; Weight loss; Insulin; Internal medicine; Endocrinology; Disease","score_opus":0.056611594985962695,"score_gpt":0.3429907652905474,"score_spread":0.2863791703045847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086527119","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":[0.9317004,0.041231208,0.000070061775,0.014924716,0.0027682364,0.0025302554,0.000025903015,0.00032806082,0.0064211497],"genre_scores_gemma":[0.9809297,0.010917128,0.00088085013,0.0035169902,0.0020104481,0.00031348734,0.000109538705,0.00011326266,0.0012086453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949847,0.0002528639,0.0012683615,0.0010610737,0.0012990936,0.0011339282],"domain_scores_gemma":[0.9976255,0.00022201,0.00042270802,0.000640453,0.0002245476,0.00086477556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087524945,0.0006239499,0.0015787756,0.00024127914,0.00016496028,0.000089018016,0.00047545182,0.00036739736,0.00020441039],"category_scores_gemma":[0.0012074681,0.00048236866,0.0002995316,0.0010263267,0.0003901437,0.0003285298,0.00033722355,0.0012143773,0.00018738382],"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":[0.0008023762,0.0011333611,0.70013404,0.0014911585,0.00034800745,0.00037905533,0.0042672222,0.0000016729437,0.0045244237,0.000040802006,0.037501536,0.24937634],"study_design_scores_gemma":[0.015507827,0.0020801756,0.67722124,0.005922913,0.0010979326,0.000012546873,0.003155712,0.0008088698,0.005691414,0.00011960617,0.28742337,0.0009583828],"about_ca_topic_score_codex":0.000019615652,"about_ca_topic_score_gemma":0.00001070809,"teacher_disagreement_score":0.24992183,"about_ca_system_score_codex":0.00011207305,"about_ca_system_score_gemma":0.00027232143,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W4213190183","doi":"10.1701/3748.37311","title":"Active and green city project: l’urban health in pratica","year":2022,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","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":"Canadian Obesity Network","funders":"","keywords":"Urbanization; Physical activity; Business; Environmental planning; Environmental health; Quality (philosophy); Economic growth; Quality of life (healthcare); Political science; Medicine; Geography; Nursing; Economics","score_opus":0.04347347770353717,"score_gpt":0.34454081617251214,"score_spread":0.301067338468975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213190183","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":[0.55751234,0.0023072036,0.0000095039595,0.40981832,0.0011151837,0.0026938638,0.00001917783,0.00014179085,0.026382623],"genre_scores_gemma":[0.91805387,0.0005747999,0.00023950372,0.07888615,0.001153827,0.0006194073,0.00015514421,0.000040878207,0.00027644978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997957,0.000173749,0.0005289939,0.00036023915,0.00025572767,0.0007242747],"domain_scores_gemma":[0.9993488,0.00008120167,0.00032132652,0.00017196729,0.000039172824,0.000037497466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021964868,0.00015310719,0.0004292912,0.00041530243,0.00023882223,0.000033159842,0.00021344465,0.000059470356,0.00015853147],"category_scores_gemma":[0.0003891502,0.0001362083,0.000024001722,0.0010523088,0.0001149246,0.0003055626,0.00040976045,0.0005280521,0.000005962974],"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":[0.00017079595,0.0005039708,0.3421791,0.0008397252,0.000017928012,0.000051777533,0.0013067068,0.000016096965,0.0000016057969,0.018402375,0.38832492,0.24818502],"study_design_scores_gemma":[0.0009348273,0.00008506777,0.06700498,0.000099294106,0.0000044512904,0.000007869228,0.0018873112,0.0031617722,1.4828238e-7,0.002591796,0.9240887,0.0001337671],"about_ca_topic_score_codex":0.030541116,"about_ca_topic_score_gemma":0.0016806269,"teacher_disagreement_score":0.5357638,"about_ca_system_score_codex":0.00022425046,"about_ca_system_score_gemma":0.00017777481,"threshold_uncertainty_score":0.9759146},"labels":[],"label_agreement":null},{"id":"W4283658582","doi":"10.1701/3827.38109","title":"Nurse’s bedside screening of dysphagia: an umbrella review","year":2022,"lang":"en","type":"review","venue":"Recenti Progressi in Medicina","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"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":"Dysphagia; CINAHL; Medicine; Cochrane Library; Swallowing; Systematic review; MEDLINE; Randomized controlled trial; Physical therapy; Nursing; Psychological intervention; Surgery","score_opus":0.20326030388296995,"score_gpt":0.5441047831006532,"score_spread":0.3408444792176833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283658582","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":[0.0000013772334,0.95639443,0.00003758508,0.0003495303,0.0023979587,0.0077112527,0.000039835348,0.0001422665,0.032925755],"genre_scores_gemma":[0.000001430693,0.98976386,0.0013312527,0.00060842733,0.00035924197,0.0030191531,0.001214147,0.00017245594,0.0035300076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891953,0.003844412,0.0032810564,0.0010292336,0.0014488818,0.0012011043],"domain_scores_gemma":[0.9945557,0.0007931389,0.0028180853,0.0013847259,0.00012730235,0.0003210072],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006384589,0.00077206455,0.0041716206,0.000675959,0.00040943426,0.000011661376,0.0013379687,0.00050129544,0.010765241],"category_scores_gemma":[0.00046439204,0.0006249485,0.00045218226,0.001692196,0.00017370719,0.00021520723,0.00061871216,0.0031207867,0.00012500484],"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":[0.000009358624,0.00024343359,0.0003325895,0.20059212,0.00022240983,0.000103209444,0.00018516056,9.1048975e-8,1.8594166e-8,0.00045436242,0.026230376,0.7716269],"study_design_scores_gemma":[0.000580142,0.00016809671,0.000033900847,0.2495167,0.0016461809,0.0000062448694,0.00055308954,0.000006280216,3.9249436e-8,0.0000329088,0.74709797,0.0003584341],"about_ca_topic_score_codex":0.0001058398,"about_ca_topic_score_gemma":0.00005308831,"teacher_disagreement_score":0.7712684,"about_ca_system_score_codex":0.00055626273,"about_ca_system_score_gemma":0.0011138183,"threshold_uncertainty_score":0.9996202},"labels":[],"label_agreement":null},{"id":"W4318166210","doi":"10.1701/3966.39449","title":"Sviluppo di eventi cardiovascolari in un’ampia popolazione di pazienti affetti da artrite reumatoide con o senza diabete","year":2023,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Rheumatoid Arthritis Research and Therapies","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":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Dyslipidemia; Comorbidity; Stroke (engine); COPD; Rheumatoid arthritis; Cohort; Coronary artery disease; Population; Type 2 diabetes; Disease; Endocrinology","score_opus":0.022081940378893182,"score_gpt":0.3113889412986853,"score_spread":0.2893070009197921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318166210","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":[0.9533989,0.038444497,0.000034527657,0.0032972912,0.0010155615,0.0019829893,0.000034424644,0.00035420418,0.0014376367],"genre_scores_gemma":[0.95228875,0.0456666,0.00019636465,0.00013368894,0.00019007249,0.00034855108,0.0004053141,0.00011148387,0.0006591765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99380326,0.0006879694,0.0011183557,0.00093381526,0.0017679213,0.001688657],"domain_scores_gemma":[0.99771976,0.00030026783,0.00022383164,0.00097359106,0.00019425867,0.00058827124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003371261,0.00049663265,0.0013085769,0.0012332818,0.00021538613,0.00012985108,0.00039592033,0.00032353535,0.00078733056],"category_scores_gemma":[0.00094238675,0.0004382556,0.00031500417,0.0026811208,0.00053563726,0.00037352048,0.0002752239,0.0012183633,0.00025993588],"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":[0.00048789178,0.000673954,0.74937034,0.00056447374,0.00037936817,0.0031319906,0.001812792,0.0000061545798,0.0025627422,0.00034762346,0.0034737077,0.23718895],"study_design_scores_gemma":[0.021985868,0.00097555626,0.801066,0.009450154,0.000057773505,0.00037718212,0.0023698392,0.001158491,0.0051142485,0.0015280449,0.15493461,0.0009822481],"about_ca_topic_score_codex":0.00024833626,"about_ca_topic_score_gemma":0.000230157,"teacher_disagreement_score":0.2362067,"about_ca_system_score_codex":0.00025288673,"about_ca_system_score_gemma":0.00028217517,"threshold_uncertainty_score":0.99980694},"labels":[],"label_agreement":null},{"id":"W4382786309","doi":"10.1701/4062.40461","title":"Le evidenze della ricerca sull’obesità: tradurle nella clinica e in strategie di sanità pubblica","year":2023,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Multidisciplinary approach; Obesity; Public health; Medicine; Continuing medical education; Disease; Narrative; Health care; Medical education; Dissemination; Continuing education; Nursing; Political science; Pathology","score_opus":0.15527389750499643,"score_gpt":0.5048554993730968,"score_spread":0.3495816018681004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382786309","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":[0.82933515,0.0069956337,0.000014871134,0.038833335,0.0029906768,0.003617213,0.0000209195,0.00059741654,0.11759478],"genre_scores_gemma":[0.9707743,0.022654673,0.0002756836,0.0016433272,0.0009803158,0.0005467306,0.000100159334,0.00009039273,0.0029344398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99152255,0.0028728356,0.0020111743,0.00086881616,0.0008415038,0.0018831103],"domain_scores_gemma":[0.9940212,0.0037797417,0.0007781072,0.0007307785,0.0001930813,0.00049709453],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008659241,0.00037478353,0.0009203679,0.0007232319,0.00092713075,0.00005014342,0.00069080177,0.0007900362,0.0015385123],"category_scores_gemma":[0.0019485649,0.0003489641,0.000109650086,0.0026124963,0.00024704364,0.0006402321,0.00027205647,0.0031245672,0.0026948813],"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":[0.00080875744,0.0016102818,0.847195,0.0054541454,0.000058099627,0.0007121001,0.0108875455,0.000018006547,0.00007218837,0.007627695,0.07049199,0.05506416],"study_design_scores_gemma":[0.0051106233,0.000528398,0.5602826,0.0060715447,0.00005202993,0.000008647297,0.019612096,0.000787647,0.000020733312,0.0032939955,0.403674,0.0005576791],"about_ca_topic_score_codex":0.0023780477,"about_ca_topic_score_gemma":0.012582398,"teacher_disagreement_score":0.333182,"about_ca_system_score_codex":0.00032010526,"about_ca_system_score_gemma":0.0026497927,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W4385475933","doi":"10.1701/4088.40798","title":"Insieme “CONpatibilMENTE” – Riflessione sui Tempi di handover per rendere “visibile l’invisibile”","year":2023,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Mental Health Association","funders":"","keywords":"Medicine","score_opus":0.01878478589882824,"score_gpt":0.28058244241626784,"score_spread":0.2617976565174396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385475933","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":[0.92590994,0.03503132,0.00031554737,0.0017967431,0.01936,0.005643542,0.00025507022,0.0022400913,0.009447777],"genre_scores_gemma":[0.98085505,0.0118746,0.0003028577,0.00021378018,0.0024822047,0.00046323493,0.000641299,0.00039440434,0.0027725997],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98967373,0.00080195884,0.0023175164,0.0020831954,0.0022727374,0.00285086],"domain_scores_gemma":[0.9954415,0.0006260869,0.00055872387,0.0021766427,0.0003756524,0.0008213839],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0037323528,0.0013831613,0.0019089349,0.0009023813,0.00041533457,0.00030546266,0.0011703399,0.0012260397,0.0028668987],"category_scores_gemma":[0.0007945986,0.0013045584,0.00044051482,0.0030707726,0.00062090746,0.00076395134,0.00092320563,0.0027065603,0.0014621671],"study_design_candidate":"observational","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":[0.0011946255,0.004087938,0.5034122,0.00886326,0.0012583445,0.0025902074,0.024343297,0.004044456,0.0023693694,0.0006950358,0.19935441,0.24778685],"study_design_scores_gemma":[0.039111782,0.0022875236,0.32551616,0.029273873,0.00142739,0.00016862084,0.011290044,0.2052237,0.007705953,0.0032050053,0.36714053,0.007649444],"about_ca_topic_score_codex":0.00021469209,"about_ca_topic_score_gemma":0.0003737514,"teacher_disagreement_score":0.2401374,"about_ca_system_score_codex":0.0011276263,"about_ca_system_score_gemma":0.00030472584,"threshold_uncertainty_score":0.9998919},"labels":[],"label_agreement":null},{"id":"W4400702196","doi":"10.1701/4314.42986","title":"Sindrome del guardiano del faro: attualizzazione","year":2024,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Lysosomal Storage Disorders Research","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":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine","score_opus":0.029448128011927206,"score_gpt":0.3592068562262883,"score_spread":0.3297587282143611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400702196","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":[0.8447931,0.10582899,0.00032204203,0.01364494,0.0015988197,0.0021603818,0.000020374144,0.0006190073,0.031012382],"genre_scores_gemma":[0.99047226,0.0027595682,0.0009486101,0.0004611921,0.0004677479,0.00019833294,0.00013577432,0.00010876477,0.0044477265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634445,0.00014830165,0.0005694533,0.0007209396,0.0013313727,0.0008854631],"domain_scores_gemma":[0.9987166,0.00014430181,0.000054632812,0.0005292467,0.00015688814,0.00039830862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00096514606,0.00031332535,0.0005918349,0.00065757206,0.00008865854,0.00008527791,0.0002700249,0.00027780072,0.0014276662],"category_scores_gemma":[0.00047646396,0.00025032787,0.0001720698,0.0015819325,0.00031777733,0.00020518518,0.00014594584,0.00091006025,0.00088953745],"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":[0.000441882,0.0011822693,0.122793116,0.0027924601,0.0003951263,0.012767073,0.0023712707,0.0000028505137,0.0028184957,0.0013546442,0.042298492,0.8107823],"study_design_scores_gemma":[0.012264207,0.0029169011,0.12839398,0.017910814,0.000645345,0.0038273528,0.004135746,0.012042431,0.003946102,0.0026307055,0.80952835,0.0017580454],"about_ca_topic_score_codex":0.000113781636,"about_ca_topic_score_gemma":0.000032000433,"teacher_disagreement_score":0.8090243,"about_ca_system_score_codex":0.00040142637,"about_ca_system_score_gemma":0.00046535392,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W4405510080","doi":"10.1701/4392.43928","title":"Il ruolo della Real World Evidence nella fase pre-marketing dei farmaci: le esperienze e le prospettive future di Fondazione ReS nel delineare i confini delle Target Population","year":2024,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine","score_opus":0.02184844522906936,"score_gpt":0.31438206745866276,"score_spread":0.2925336222295934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405510080","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":[0.9335674,0.04086779,0.0018194072,0.010800245,0.0024718912,0.0048177824,0.0001614182,0.00034510385,0.0051489496],"genre_scores_gemma":[0.97111523,0.020574322,0.0035402365,0.00046119082,0.0011193538,0.0003377164,0.00026811182,0.00018143901,0.0024023734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897598,0.0021496995,0.0018138597,0.002597784,0.0018340354,0.001844825],"domain_scores_gemma":[0.9966229,0.0010300075,0.0006457386,0.0008888333,0.00008534049,0.0007271373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062450385,0.00092381146,0.00092358683,0.0004254731,0.00091316894,0.00037437424,0.0007429654,0.0005003187,0.0015915625],"category_scores_gemma":[0.0011467299,0.00090487656,0.00021945691,0.0019331725,0.0010090591,0.0013779183,0.0006981431,0.0020966914,0.00033581335],"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":[0.0009868941,0.00075396814,0.49463156,0.0017660249,0.00012812128,0.0010527386,0.012490593,0.001935839,0.003272858,0.00024118237,0.002674414,0.48006582],"study_design_scores_gemma":[0.0039292006,0.00074117386,0.5970869,0.024258235,0.00035805057,0.00013066897,0.0145531995,0.17105561,0.005828583,0.0006227155,0.17870079,0.0027348716],"about_ca_topic_score_codex":0.0047561442,"about_ca_topic_score_gemma":0.0014996305,"teacher_disagreement_score":0.47733095,"about_ca_system_score_codex":0.0016322752,"about_ca_system_score_gemma":0.0006024653,"threshold_uncertainty_score":0.9993402},"labels":[],"label_agreement":null},{"id":"W4408468628","doi":"10.1701/4460.44558","title":"The INNOVATE framework to foster ethics of artificial intelligence","year":2025,"lang":"en","type":"review","venue":"Recenti Progressi in Medicina","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Engineering ethics; Computer science; Psychology; Cognitive science; Artificial intelligence; Engineering","score_opus":0.21751050967705685,"score_gpt":0.5459963364286472,"score_spread":0.3284858267515903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408468628","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":[0.0000018236401,0.9540445,0.0002698427,0.03301677,0.0025067178,0.0015159817,0.000011052901,0.000032219403,0.008601048],"genre_scores_gemma":[0.00003467908,0.9970904,0.00082518865,0.0009284075,0.0005985398,0.000107658314,0.000007654305,0.000023463579,0.0003839834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943812,0.0018733186,0.0013250143,0.0004002818,0.0013314048,0.00068877643],"domain_scores_gemma":[0.9903712,0.0076310914,0.0006245731,0.00048219072,0.0007159855,0.00017496034],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01373545,0.00029214428,0.0012180154,0.00029948622,0.00074623874,0.0002300853,0.0013167325,0.0015183522,0.00004579021],"category_scores_gemma":[0.03808142,0.00019689968,0.0002327452,0.0030253928,0.001289134,0.00009399353,0.0002835744,0.0034761839,0.000025773725],"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":[0.0000055033556,0.000043567772,0.0000058595856,0.0030211715,0.000032869273,0.00000605683,0.011283451,5.92318e-8,1.4078821e-8,0.135868,0.00079170766,0.84894174],"study_design_scores_gemma":[0.000011700694,0.000047825593,9.276147e-7,0.054654147,0.00008596494,2.1481054e-7,0.0027368893,3.9018144e-7,0.0000011797035,0.06924259,0.87305164,0.00016652168],"about_ca_topic_score_codex":0.00023299684,"about_ca_topic_score_gemma":0.0016533282,"teacher_disagreement_score":0.8722599,"about_ca_system_score_codex":0.00023289873,"about_ca_system_score_gemma":0.0034700045,"threshold_uncertainty_score":0.9997779},"labels":[],"label_agreement":null},{"id":"W4409346914","doi":"10.1701/4480.44815","title":"Migliorare la comunicazione nelle strutture per anziani: il progetto mySupport","year":2025,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"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":"Nursing; Nursing homes; Medicine; Psychology","score_opus":0.057638295212509356,"score_gpt":0.44093496496800444,"score_spread":0.3832966697554951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409346914","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":[0.7824954,0.08436758,0.00016878523,0.016091134,0.0013442073,0.002261108,0.000043193257,0.00026414375,0.11296448],"genre_scores_gemma":[0.97088134,0.009246902,0.010500311,0.0012740529,0.0002869207,0.00015593023,0.00027604378,0.000058240785,0.007320254],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979567,0.00015756548,0.0005668031,0.00040103274,0.00051106844,0.00040682804],"domain_scores_gemma":[0.99872196,0.0001652864,0.00016328986,0.0005321893,0.0002524172,0.00016485942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505499,0.00025660204,0.00070269924,0.00031368932,0.00005847512,0.000016498941,0.00024805043,0.00027852284,0.00035459595],"category_scores_gemma":[0.00041700335,0.00020229112,0.00012321596,0.00075804506,0.00034592344,0.000088492365,0.00012138095,0.0005620576,0.000024284427],"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":[0.00042550638,0.0009067329,0.7959772,0.0014988524,0.00022125797,0.00052753545,0.003074401,9.2968656e-7,0.0008614654,0.0009820665,0.044373803,0.15115026],"study_design_scores_gemma":[0.003949268,0.00036163916,0.04026576,0.010532169,0.00021308362,0.00004054968,0.004102083,0.00007712859,0.0050783455,0.00051613775,0.93462336,0.00024047424],"about_ca_topic_score_codex":0.00004174504,"about_ca_topic_score_gemma":0.000022263244,"teacher_disagreement_score":0.89024955,"about_ca_system_score_codex":0.0001014454,"about_ca_system_score_gemma":0.00035806475,"threshold_uncertainty_score":0.8249193},"labels":[],"label_agreement":null},{"id":"W4414811801","doi":"10.1701/4573.45775","title":"Why tomorrow’s public health needs to be digital: artificial intelligence and automation for a sustainable Italian National Health Service","year":2025,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Workflow; Documentation; Interoperability; Automation; Multidisciplinary approach; Citizen journalism; Procurement","score_opus":0.05961659256090409,"score_gpt":0.3292902872128372,"score_spread":0.26967369465193314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414811801","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":[0.044464737,0.0031530121,0.3081166,0.57973564,0.0020589207,0.00883229,0.0002604912,0.0019317074,0.051446572],"genre_scores_gemma":[0.98795444,0.00008506173,0.0018470063,0.008874646,0.0000976233,0.0005265046,0.0003090352,0.00003950387,0.00026616917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982178,0.000027431017,0.0006287381,0.0001946467,0.00036258306,0.0005687996],"domain_scores_gemma":[0.9991854,0.00009142023,0.000071136106,0.00013016345,0.00029514875,0.000226767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089457165,0.00016883448,0.00024520146,0.000740302,0.00011981124,0.00035572675,0.00017850946,0.00009691732,0.000015139577],"category_scores_gemma":[0.000254419,0.00017966708,0.000025222165,0.0018438678,0.000041837808,0.001008027,0.000038478996,0.00018271245,0.0000047895783],"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":[0.000026830345,0.00021334994,0.0007769143,0.00449154,0.00004689103,0.0000026367916,0.0068359,0.0019198109,0.00000284561,0.087381825,0.062663935,0.8356375],"study_design_scores_gemma":[0.00076391303,0.0004194798,0.0010879785,0.0020034641,0.0000074817103,0.000018053213,0.04014473,0.07244821,0.00027296811,0.019480322,0.86276263,0.0005907618],"about_ca_topic_score_codex":0.000031276606,"about_ca_topic_score_gemma":0.00008035664,"teacher_disagreement_score":0.94348973,"about_ca_system_score_codex":0.00059676694,"about_ca_system_score_gemma":0.0004476054,"threshold_uncertainty_score":0.73266107},"labels":[],"label_agreement":null},{"id":"W4414811871","doi":"10.1701/4573.45774","title":"The path to trustworthy medical AI: the evolving role of explainability","year":2025,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","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":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Trustworthiness; Meaning (existential); Path (computing); Tracing; Connection (principal bundle); Expert system","score_opus":0.03226275652349358,"score_gpt":0.43086482049991154,"score_spread":0.39860206397641795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414811871","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":[0.8290937,0.0137404185,0.00019511723,0.14895774,0.0015477365,0.0017396779,0.0000010875993,0.000043137716,0.0046814065],"genre_scores_gemma":[0.99652034,0.0008709209,0.000111113215,0.0018236219,0.00024941124,0.00020588754,0.00000481131,0.000008841456,0.00020503852],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977382,0.00023262222,0.0007104906,0.00025816757,0.0006770805,0.00038343028],"domain_scores_gemma":[0.9979782,0.00082772487,0.00010457922,0.00055031513,0.0003628995,0.00017628331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031354267,0.00011805545,0.00027263322,0.00010723988,0.00023351348,0.000019194178,0.00031072786,0.00014042291,0.00016128115],"category_scores_gemma":[0.0056374273,0.00006239275,0.000065463624,0.0008482894,0.00034685188,0.00004711849,0.00008421848,0.0005323487,0.000011775136],"study_design_candidate":"observational","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":[0.00013551493,0.00016830124,0.29951793,0.00014976515,0.000015132652,0.00000559063,0.0025695611,7.8250224e-7,0.00003111983,0.0012245174,0.004127474,0.69205433],"study_design_scores_gemma":[0.0006614925,0.0012960508,0.46669808,0.010335939,0.00021492458,0.000051899682,0.07679818,0.008540892,0.016448915,0.034931306,0.38361582,0.0004064792],"about_ca_topic_score_codex":0.00051045005,"about_ca_topic_score_gemma":0.00042311774,"teacher_disagreement_score":0.6916478,"about_ca_system_score_codex":0.00017069609,"about_ca_system_score_gemma":0.00090116094,"threshold_uncertainty_score":0.67489344},"labels":[],"label_agreement":null},{"id":"W4414811963","doi":"10.1701/4573.45777","title":"Making the case for digital twins: Italian healthcare needs AI-driven predictive modeling for personalized medicine","year":2025,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Engineering Education and Technology","field":"Computer Science","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Interoperability; Precision medicine; Digital health; Health care; Personalized medicine; Personalization; Autonomy; Paradigm shift; Safeguarding","score_opus":0.04373821557029269,"score_gpt":0.3689985295816754,"score_spread":0.3252603140113827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414811963","genre_codex":"methods","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":[0.0060625793,0.003031195,0.89246875,0.09479314,0.0015030861,0.0015870093,0.000012708863,0.00027992894,0.00026159888],"genre_scores_gemma":[0.98879254,0.000053530537,0.008924223,0.0011016241,0.00016869379,0.0007282761,0.000019953368,0.000015298898,0.0001958667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875575,0.000032915385,0.00034718896,0.0003298004,0.0001602664,0.00037407223],"domain_scores_gemma":[0.9989948,0.00025767644,0.00008542585,0.0003953888,0.00020895152,0.00005771163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047642237,0.00015965833,0.000256573,0.00039398068,0.00018007365,0.000069414324,0.00059395353,0.000121420315,0.0000026908929],"category_scores_gemma":[0.0005206259,0.000112993235,0.000060573206,0.00081057963,0.00014827047,0.00020906712,0.00010294466,0.0002489737,5.993894e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0001013742,0.0002391951,0.0038028262,0.0012627034,0.00016370394,0.00009164794,0.01627825,0.0010186448,0.00001576458,0.5310212,0.013452765,0.43255195],"study_design_scores_gemma":[0.0017608476,0.00028657084,0.00004722339,0.0013234859,0.000029084524,0.00015324481,0.0058188913,0.9441055,0.000018830464,0.013636573,0.032663472,0.00015625596],"about_ca_topic_score_codex":0.000022163507,"about_ca_topic_score_gemma":0.00002104302,"teacher_disagreement_score":0.98273,"about_ca_system_score_codex":0.00015016455,"about_ca_system_score_gemma":0.00017611479,"threshold_uncertainty_score":0.46077302},"labels":[],"label_agreement":null},{"id":"W4414812141","doi":"10.1701/4573.45776","title":"Towards learning healthcare systems in Italy: opportunities and challenges of AI at point-of-care","year":2025,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","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":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Workflow; Multidisciplinary approach; Bridging (networking); Health care; Key (lock); Data governance; Enthusiasm","score_opus":0.19345123807035539,"score_gpt":0.43795050105139827,"score_spread":0.24449926298104288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414812141","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":[0.7320452,0.22423467,0.00000636323,0.03955315,0.00065655995,0.00078060495,0.000002538548,0.00002396124,0.00269698],"genre_scores_gemma":[0.94592977,0.053577296,0.000060926253,0.00013181871,0.00006460949,0.00006404229,0.000025703843,0.000011387671,0.00013445012],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982742,0.00019261215,0.0007481818,0.00024466633,0.0002773553,0.00026297572],"domain_scores_gemma":[0.9990544,0.00013871273,0.00018751377,0.00019103101,0.0003271834,0.00010120406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773433,0.00012748544,0.00052939734,0.0004622886,0.000044419667,0.0000054412417,0.00007079667,0.00017535643,0.000018298282],"category_scores_gemma":[0.00039565307,0.00011236853,0.000034734345,0.00031007727,0.00019656787,0.00007019185,0.00005424959,0.00035512337,9.623432e-7],"study_design_candidate":"qualitative","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":[0.00020304846,0.00010794374,0.36433357,0.012161573,0.000017142896,0.000026365566,0.014709056,0.000003577186,0.000029769466,0.0036363958,0.00008920764,0.6046823],"study_design_scores_gemma":[0.0011662721,0.0031226575,0.22782719,0.062494863,0.00014758442,0.00007563007,0.66077894,0.0011846706,0.008685048,0.001779849,0.032313082,0.00042421],"about_ca_topic_score_codex":0.0015585775,"about_ca_topic_score_gemma":0.00055099797,"teacher_disagreement_score":0.6460699,"about_ca_system_score_codex":0.00022068543,"about_ca_system_score_gemma":0.0004997211,"threshold_uncertainty_score":0.45822555},"labels":[],"label_agreement":null},{"id":"W4417362151","doi":"10.1701/4619.46286","title":"Progetto MetaMind – Ausl Toscana sud est: studio preliminare sull’utilizzo della tecnologia digitale nei percorsi psicoterapeutici","year":2025,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Studio; Formative assessment; Design studio","score_opus":0.030313768386337148,"score_gpt":0.32734428173409136,"score_spread":0.2970305133477542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417362151","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":[0.8078946,0.06721152,0.025296954,0.04114964,0.004568376,0.010996825,0.0001728303,0.0008519497,0.041857343],"genre_scores_gemma":[0.98943657,0.0028446973,0.0025326707,0.0009108779,0.00017106146,0.0004174819,0.00007475729,0.000051622566,0.0035602704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931475,0.00047541098,0.0014997387,0.0018484411,0.0012631791,0.0017657318],"domain_scores_gemma":[0.9958689,0.00042885923,0.00052229187,0.002181978,0.0004831796,0.0005147661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001613674,0.00085557427,0.0012098677,0.0007511686,0.0005105483,0.0008427712,0.0025806394,0.00059331796,0.000112510555],"category_scores_gemma":[0.00072764396,0.0007516255,0.00025338412,0.0037966357,0.00093653984,0.00093235244,0.0012582584,0.0011265314,0.00016614662],"study_design_candidate":"design_other","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":[0.0001255771,0.0023591367,0.03802431,0.00059142854,0.00035026923,0.0001738181,0.003517376,0.000029705425,0.00023163535,0.010225329,0.0064963694,0.93787503],"study_design_scores_gemma":[0.008595939,0.0054920367,0.23751584,0.012141711,0.0015184492,0.0002705344,0.007895233,0.047224067,0.011224235,0.007372625,0.65724725,0.003502078],"about_ca_topic_score_codex":0.0003405048,"about_ca_topic_score_gemma":0.00026314525,"teacher_disagreement_score":0.93437296,"about_ca_system_score_codex":0.0006274307,"about_ca_system_score_gemma":0.0012090175,"threshold_uncertainty_score":0.9994935},"labels":[],"label_agreement":null},{"id":"W585062118","doi":"10.1701/1884.20552","title":"Guidelines 2.0: sviluppo sistematico di una checklist per la realizzazione di linee-guida affidabili*","year":2015,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Guideline; Resource (disambiguation); Process (computing); Process management; Knowledge management; Computer science; Medicine; Medical education; Business; Psychology; Pathology","score_opus":0.26271515928061545,"score_gpt":0.5157595849160903,"score_spread":0.25304442563547486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585062118","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":[0.7705974,0.009980789,0.0029215624,0.16580845,0.0037664778,0.0077460906,0.00005963561,0.000906525,0.03821307],"genre_scores_gemma":[0.95725965,0.0017771047,0.028574135,0.004124976,0.0030258673,0.0005344795,0.00091531896,0.00022144745,0.0035670092],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927298,0.0006757216,0.0033283639,0.00080123777,0.0017514932,0.00071341236],"domain_scores_gemma":[0.9945021,0.0012626162,0.00089350884,0.0010245901,0.0015671896,0.00074995984],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007714195,0.00047982443,0.001121902,0.00033122452,0.00008882113,0.000086368105,0.00034618005,0.0003797908,0.00040901225],"category_scores_gemma":[0.03064162,0.00037532242,0.00020434796,0.0008322787,0.00037796947,0.00037782657,0.00022347749,0.00082072505,0.0002104594],"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":[0.0022791359,0.004203397,0.3937759,0.0032788082,0.00042212743,0.0010573618,0.0029455072,0.000085476,0.0014847467,0.0011295895,0.26753262,0.3218053],"study_design_scores_gemma":[0.030467004,0.00279987,0.06354068,0.011593188,0.0016090011,0.0012676415,0.012065661,0.016001485,0.0012808515,0.0019476934,0.8558562,0.0015707526],"about_ca_topic_score_codex":0.00038305586,"about_ca_topic_score_gemma":0.00022762231,"teacher_disagreement_score":0.58832353,"about_ca_system_score_codex":0.00043537913,"about_ca_system_score_gemma":0.00084097934,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W6943765667","doi":"10.1701/480.5687","title":"GerdQ: uno strumento per la diagnosi e la gestione della malattia da reflusso gastroesofageo nella medicina generale","year":2010,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"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":"Diagnostic test","score_opus":0.012487499988836498,"score_gpt":0.3091685818546178,"score_spread":0.29668108186578135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6943765667","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":[0.9556397,0.010938715,0.000072053255,0.004034321,0.0044680145,0.002712979,0.000111033696,0.00027731436,0.021745859],"genre_scores_gemma":[0.973543,0.010078887,0.0034173655,0.0005141723,0.0022586328,0.00038311325,0.0006527815,0.0002956517,0.008856381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98987985,0.0011357894,0.001920493,0.0019849467,0.0024790075,0.002599941],"domain_scores_gemma":[0.99434847,0.0008380274,0.00081972266,0.0018045059,0.00039016682,0.001799119],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003064594,0.0014950137,0.0019581164,0.00083088776,0.00040418157,0.0002792413,0.0008818597,0.0013379812,0.005430466],"category_scores_gemma":[0.0009887512,0.0012337882,0.00041074216,0.0010331029,0.0016425739,0.00045797994,0.00044697893,0.003868957,0.0009847194],"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":[0.00043367717,0.0036120582,0.80627036,0.00074274215,0.0005765072,0.014160652,0.0013889207,0.0000104801775,0.0021650505,0.00089964946,0.007042204,0.1626977],"study_design_scores_gemma":[0.030372793,0.0040779123,0.7881344,0.007122326,0.0031285991,0.0029987046,0.0007869783,0.0009182876,0.0029034403,0.00060647423,0.15767232,0.0012777399],"about_ca_topic_score_codex":0.0001665995,"about_ca_topic_score_gemma":0.00007328523,"teacher_disagreement_score":0.16141996,"about_ca_system_score_codex":0.0005658614,"about_ca_system_score_gemma":0.00081264,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W7125675918","doi":"10.1701/411.4884","title":"DIAGNOSI E TRATTAMENTO DELLA MALATTIA DA REFLUSSO GASTROESOFAGEO Un rapporto dell’American Gastroenterological Association","year":2009,"lang":"","type":"article","venue":"Recenti Progressi in Medicina","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"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":"MEDLINE; Esophagus; Esophageal disease","score_opus":0.01644273771168159,"score_gpt":0.3033551043802708,"score_spread":0.2869123666685892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125675918","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":[0.97213745,0.009894353,0.0009138096,0.010679475,0.0018606,0.0020589028,0.000023602275,0.00030067426,0.0021311524],"genre_scores_gemma":[0.9860394,0.007865301,0.0015110215,0.0022081516,0.0013741569,0.00019520747,0.0001419228,0.000073887066,0.00059097516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910675,0.00105344,0.0018950939,0.001592602,0.0020692304,0.00232211],"domain_scores_gemma":[0.9960105,0.00032067037,0.0015477987,0.00077833195,0.0003536984,0.0009890287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032568197,0.00092204916,0.0017520016,0.0006348005,0.0003035904,0.00019516857,0.00047218174,0.0005780206,0.00078981346],"category_scores_gemma":[0.0009591567,0.00084532815,0.0004257712,0.0019112482,0.00043587267,0.0002859325,0.00012531062,0.002125037,0.00008893254],"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":[0.0059986194,0.0015875153,0.53988314,0.00009261205,0.00019500681,0.0007122344,0.0006439168,0.00001943511,0.00032797444,0.000008291972,0.0053364374,0.44519484],"study_design_scores_gemma":[0.012004418,0.04829628,0.91113895,0.003314463,0.0011619579,0.0004321672,0.001797706,0.0028567775,0.0018622362,0.00014016271,0.016129768,0.0008651075],"about_ca_topic_score_codex":0.00014925691,"about_ca_topic_score_gemma":0.00012085512,"teacher_disagreement_score":0.44432974,"about_ca_system_score_codex":0.0023706,"about_ca_system_score_gemma":0.00031444503,"threshold_uncertainty_score":0.9993997},"labels":[],"label_agreement":null}]}