{"id":"W1410748333","doi":"","title":"La chirurgie au Canada et les événements de 2003","year":2003,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001885991,0.0002503592,0.0003444656,0.00004444906,0.0001421208,0.00002329643,0.00009643629,0.0002400998,0.0007531341],"category_scores_gemma":[0.002219371,0.000258628,0.00007432393,0.0003275586,0.0001048169,0.00007274521,0.00001782755,0.0005460234,0.00002774605],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004150144,"about_ca_system_score_gemma":0.02212211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7138497,"about_ca_topic_score_gemma":0.6565439,"domain_scores_codex":[0.993082,0.0005814116,0.0003905584,0.0002834887,0.0004340447,0.005228516],"domain_scores_gemma":[0.9963875,0.000184759,0.00008565612,0.0002367795,0.00006567795,0.003039579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007359475,0.0002608255,0.701121,0.0005023908,0.00009234764,0.0008995053,0.000228336,0.00003860692,0.000002022263,0.0254855,0.2013718,0.06992414],"study_design_scores_gemma":[0.000705328,0.00001182802,0.4584371,0.0001096854,0.00004856782,0.0001046864,0.0001710373,0.00001882097,0.00006875473,0.00002989942,0.540174,0.0001202815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687359,0.03273575,0.0001072914,0.008528154,0.02626516,0.0009319455,0.0002329209,0.00004665682,0.2624163],"genre_scores_gemma":[0.9739717,0.002139793,0.0001767941,0.006927258,0.001163168,0.00007610527,0.00004980953,0.00003242006,0.01546297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388022,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597093974547904,"score_gpt":0.2548698343939572,"score_spread":0.2388988946484781,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}