{"id":"W2160512926","doi":"10.1051/medsci/20092511963","title":"Transfuser ou ne pas transfuser","year":2009,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001431999,0.0005844099,0.0007524224,0.000420878,0.0006487131,0.000156987,0.0006427501,0.0002836341,0.007311608],"category_scores_gemma":[0.00005257669,0.0004732474,0.0004179068,0.001716155,0.001012564,0.0005012349,0.00002278104,0.0005128111,0.00108169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007463491,"about_ca_system_score_gemma":0.0002534448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004100706,"about_ca_topic_score_gemma":0.0002534853,"domain_scores_codex":[0.9953563,0.0001752729,0.000774561,0.001110651,0.001205736,0.001377439],"domain_scores_gemma":[0.9986356,0.0001604961,0.00008499606,0.0005066717,0.00008606859,0.0005261865],"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":[0.0003765876,0.006259307,0.01197155,0.0004304419,0.00034812,0.0005466196,0.003068965,0.0006188509,0.00944645,0.303566,0.07097405,0.592393],"study_design_scores_gemma":[0.01077114,0.006214944,0.08648298,0.001103394,0.001234951,0.0001738303,0.001872001,0.001025543,0.005164335,0.006028737,0.8788854,0.001042739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1284202,0.04494645,0.01185806,0.412936,0.008697846,0.002357582,0.00004792833,0.0004680196,0.3902679],"genre_scores_gemma":[0.8738235,0.01576875,0.003740792,0.03231927,0.002088983,0.00003792087,0.00001201904,0.00005528105,0.07215355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8079113,"threshold_uncertainty_score":0.9997719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973512645431912,"score_gpt":0.3103560788809651,"score_spread":0.260620952426646,"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."}}