{"meta":{"query_hash":"b8fb34c7bb79","filters":{"venue":"Acta bioethica"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/b8fb34c7bb79","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acta+bioethica"},"results":[{"id":"W2043551601","doi":"10.4067/s1726-569x2005000200005","title":"NON-PARTICIPATION BIAS IN HEALTH SERVICES RESEARCH USING DATA FROM AN INTEGRATED ELECTRONIC PRESCRIBING PROJECT: THE ROLE OF INFORMED CONSENT","year":2005,"lang":"en","type":"article","venue":"Acta bioethica","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Informed consent; Psychology; Medicine; Medical education; Public relations; Family medicine; Political science; Alternative medicine","score_opus":0.642586048350661,"score_gpt":0.5807501114873324,"score_spread":0.06183593686332867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043551601","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":[0.9801931,0.0018566821,0.00001672905,0.014156332,0.00009832379,0.0030755494,0.00021190442,0.00006687897,0.00032449345],"genre_scores_gemma":[0.9946535,0.0007404165,0.0018485232,0.0014744018,0.00009775381,0.00021323925,0.00092815916,0.000028945526,0.000015048058],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9916737,0.004908392,0.001403514,0.0004276029,0.00061586424,0.00097092486],"domain_scores_gemma":[0.9913121,0.0046507367,0.0007535189,0.0025131393,0.0006341062,0.00013640718],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003942148,0.0001652854,0.00031703347,0.00032551677,0.0010084149,0.000029499673,0.0016324902,0.00031646795,0.00006572747],"category_scores_gemma":[0.0013642451,0.00012627865,0.000022850822,0.0010109702,0.00022816462,0.00066262897,0.00092672795,0.002679254,0.000026592532],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012593996,0.00090456207,0.33886427,0.0024574564,0.000116978554,6.414133e-7,0.6227469,0.0002329501,0.009381828,0.0024144968,0.0012763483,0.020344155],"study_design_scores_gemma":[0.0022738385,0.00067820365,0.05233952,0.0069553554,0.000031722942,0.0000011434726,0.41080138,0.42338625,0.002325874,0.0017780632,0.09897597,0.00045266649],"about_ca_topic_score_codex":0.24755242,"about_ca_topic_score_gemma":0.33159983,"teacher_disagreement_score":0.42315328,"about_ca_system_score_codex":0.0008966672,"about_ca_system_score_gemma":0.010305282,"threshold_uncertainty_score":0.9996216},"labels":[],"label_agreement":null},{"id":"W2043911044","doi":"10.4067/s1726-569x2004000200009","title":"GENOMICS, BIOTECHNOLOGY AND GLOBALHEALTH: THE WORK OF THE UNIVERSITY OF TORONTO JOINT CENTRE FOR BIOETHICS","year":2004,"lang":"en","type":"article","venue":"Acta bioethica","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Genome Canada","keywords":"Bioethics; Developing country; Genomics; Global health; Equity (law); Biotechnology; Economic growth; China; Political science; Medicine; Health care; Biology; Genetics; Genome; Law","score_opus":0.02672560119874598,"score_gpt":0.2550441199203563,"score_spread":0.22831851872161033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043911044","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":[0.25142938,0.0026772076,0.00023100489,0.7445775,0.00018286631,0.00050796446,0.000023720058,0.000042408967,0.0003279455],"genre_scores_gemma":[0.9899142,0.0073301736,0.0018174686,0.0008133722,0.000015215634,3.2524662e-7,0.000002251195,0.000006294257,0.00010071323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994171,0.000030620027,0.0001593904,0.00015794951,0.00007457227,0.00016035012],"domain_scores_gemma":[0.99923927,0.00008247422,0.00014580479,0.00042836103,0.00007034023,0.000033748114],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002695245,0.000084727304,0.0002064102,0.000018079074,0.00016549701,0.0000013595916,0.00020822308,0.0031960644,0.000017765446],"category_scores_gemma":[0.0001442286,0.000050070423,0.000087456494,0.00012806212,0.0023076446,0.0000147993205,0.00014193164,0.0013625056,0.000001020064],"study_design_candidate":"theoretical_or_conceptual","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":[0.0019663759,0.0006835399,0.0040633837,0.00094527414,0.0010895005,0.000013457327,0.013916091,0.000012190562,0.14552994,0.79823184,0.0072176973,0.026330736],"study_design_scores_gemma":[0.010244246,0.0021955678,0.045673463,0.0015700744,0.0014173285,0.0001946281,0.03508362,0.000064681844,0.47223026,0.021479484,0.40923506,0.00061159366],"about_ca_topic_score_codex":0.001962515,"about_ca_topic_score_gemma":0.0013458048,"teacher_disagreement_score":0.77675235,"about_ca_system_score_codex":0.00008102197,"about_ca_system_score_gemma":0.0001891411,"threshold_uncertainty_score":0.998098},"labels":[],"label_agreement":null},{"id":"W2056097198","doi":"10.4067/s1726-569x2003000200002","title":"PUBLIC HEALTH ETHICS: TOWARDS A RESEARCH AGENDA","year":2003,"lang":"en","type":"article","venue":"Acta bioethica","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Connaught Fund; Institute of Population and Public Health; University of Toronto","keywords":"Engineering ethics; Public health; Research ethics; Political science; Bioethics; Sociology; Environmental ethics; Public administration; Medicine; Public relations; Nursing; Law; Engineering; Philosophy","score_opus":0.7753887296953099,"score_gpt":0.6433966623694124,"score_spread":0.13199206732589752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056097198","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013196135,0.00041124108,0.00012261496,0.82651967,0.0022756234,0.0010093959,0.000028633753,0.00018924224,0.15624742],"genre_scores_gemma":[0.8247515,0.0019313695,0.0014415183,0.15924114,0.0011170497,0.00045327537,0.000060215116,0.00006446481,0.010939497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9834646,0.011221099,0.00094765605,0.00052662037,0.0011250608,0.0027149515],"domain_scores_gemma":[0.9927578,0.0035225023,0.000293,0.0009395997,0.0013680485,0.0011190589],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.04179196,0.0001923447,0.0003553455,0.0004728343,0.004665941,0.00006423063,0.0004896424,0.0010592281,0.002606571],"category_scores_gemma":[0.02252484,0.00016820764,0.00007424812,0.0014585512,0.00037876033,0.00024061135,0.00017152078,0.007926709,0.0014074737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000080963355,0.00015745389,0.00096779625,0.00060809194,0.000019254428,0.0000010290981,0.11231476,6.1904885e-8,0.000069414746,0.19413029,0.68521976,0.0065039713],"study_design_scores_gemma":[0.0003127445,0.00014691627,0.004463375,0.000102235856,0.000001548022,0.0000026507578,0.018353872,0.0000069551993,0.000010002282,0.003901482,0.9725535,0.00014472521],"about_ca_topic_score_codex":0.017362565,"about_ca_topic_score_gemma":0.001214904,"teacher_disagreement_score":0.8115553,"about_ca_system_score_codex":0.0011119479,"about_ca_system_score_gemma":0.028938612,"threshold_uncertainty_score":0.99937004},"labels":[],"label_agreement":null},{"id":"W2073192976","doi":"10.4067/s1726-569x2009000200009","title":"PRIORITY SETTING IN AN ACUTE CARE HOSPITAL IN ARGENTINA: A QUALITATIVE CASE STUDY","year":2009,"lang":"en","type":"article","venue":"Acta bioethica","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Alliance for Health Policy and Systems Research; World Health Organization","keywords":"Qualitative research; Acute care; Medicine; Nursing; Acute hospital; Health care; Sociology; Political science; Social science","score_opus":0.29018624387293707,"score_gpt":0.5142814297280727,"score_spread":0.2240951858551356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073192976","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":[0.97040445,0.00042991148,0.000031763753,0.026839994,0.0002602428,0.0013821136,0.0001726139,0.00005052262,0.00042840798],"genre_scores_gemma":[0.9951477,0.000024164414,0.0016808001,0.0028589389,0.00012333109,0.000079285935,0.000035240624,0.000022558641,0.00002800181],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940765,0.0012769506,0.003163053,0.00083246053,0.00010921978,0.0005418015],"domain_scores_gemma":[0.99722147,0.0007493601,0.0011627373,0.0005959029,0.00009085219,0.00017967922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017054612,0.00024250035,0.00091469474,0.0005176938,0.00017902708,0.000110167,0.0003032004,0.00026988587,0.000052868327],"category_scores_gemma":[0.0024218669,0.0003204279,0.00008339326,0.0004429105,0.00006573073,0.0007607419,0.000059716745,0.00066416286,0.00015318353],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023148912,0.001000184,0.28795975,0.00009755467,0.000042483854,0.00042626986,0.70417637,0.0000119037895,0.0000070132655,0.0052979263,0.0004352823,0.00052209414],"study_design_scores_gemma":[0.0026742395,0.0014460726,0.2959897,0.00009363339,0.000013379978,0.000047102938,0.690752,0.0008194815,0.0000057120137,0.006484698,0.00089965225,0.00077433104],"about_ca_topic_score_codex":0.006493889,"about_ca_topic_score_gemma":0.0070383637,"teacher_disagreement_score":0.024743248,"about_ca_system_score_codex":0.000727231,"about_ca_system_score_gemma":0.00018614024,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null}]}