{"id":"W2059348557","doi":"10.1016/s0992-5945(10)70461-x","title":"L’avenir de la biologie médicale se joue dans les regroupements","year":2010,"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; Political science; Philosophy","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001452895,0.0002075591,0.0002495012,0.00009458105,0.0002581681,0.00005170366,0.00018228,0.001382277,0.001961699],"category_scores_gemma":[0.0003565596,0.0001690851,0.0001417179,0.0002408285,0.003065108,0.00007988261,0.00009431787,0.001361889,0.0002770826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057637,"about_ca_system_score_gemma":0.0004193584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005513552,"about_ca_topic_score_gemma":0.0001804843,"domain_scores_codex":[0.9981989,0.0002346153,0.0003662411,0.0003451041,0.0003551332,0.0005000433],"domain_scores_gemma":[0.9987285,0.000247568,0.0001210961,0.0003694844,0.0001093398,0.0004240063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009977057,0.001262193,0.03149474,0.0004228897,0.0001814392,0.0001412074,0.001874376,0.00002267287,0.3630653,0.188578,0.01164222,0.4012152],"study_design_scores_gemma":[0.001818642,0.0003298243,0.1486849,0.0005102991,0.0002234485,0.0001869936,0.0006860746,0.003531931,0.005436105,0.01473862,0.8235241,0.0003291096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7275134,0.01014158,0.03856304,0.1291801,0.01148501,0.0008866644,0.0001553925,0.000291298,0.08178351],"genre_scores_gemma":[0.9400949,0.003439485,0.007682174,0.0007666484,0.002763116,0.0000219848,0.0001971852,0.00003805926,0.04499639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8118818,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769979049212868,"score_gpt":0.3496361861205027,"score_spread":0.3119363956283741,"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."}}