{"id":"W4388466504","doi":"10.1016/s0992-5945(23)00310-0","title":"La commission de hiérarchisation des actes de biologie médicale est relancée","year":2023,"lang":"fr","type":"article","venue":"Option/Bio","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001894164,0.0001709045,0.0002200071,0.0001895467,0.0003087961,0.00005142577,0.0001305366,0.0008958902,0.0004497765],"category_scores_gemma":[0.0009307931,0.0001430329,0.0001093322,0.0006361014,0.002040971,0.0001110469,0.00009172782,0.0006896527,0.0005889671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818302,"about_ca_system_score_gemma":0.0004941957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003865,"about_ca_topic_score_gemma":0.00002513533,"domain_scores_codex":[0.99814,0.0004271336,0.0003153703,0.0002743623,0.0002956461,0.0005475276],"domain_scores_gemma":[0.9984946,0.0006597799,0.0000995481,0.0002394146,0.0001026688,0.0004039742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001107396,0.0003564878,0.02451447,0.0007288684,0.00007118766,0.0001007394,0.002412122,0.0001874881,0.04549874,0.05150012,0.008151737,0.8663673],"study_design_scores_gemma":[0.001082334,0.000323166,0.5680206,0.001645394,0.0001316123,0.000104662,0.0007342267,0.02941873,0.001822486,0.05856571,0.3379054,0.0002456317],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354057,0.01729289,0.04063705,0.1799132,0.002981577,0.0007129253,0.00009293713,0.0008455918,0.02211815],"genre_scores_gemma":[0.9519683,0.01447991,0.006642679,0.0004077943,0.001335177,0.00002478355,0.0004773664,0.00003979071,0.02462419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8661216,"threshold_uncertainty_score":0.7570177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685205152367092,"score_gpt":0.3615375614558693,"score_spread":0.2930170462191601,"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."}}