{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762314,0.0002327549,0.0002959052,0.0004661632,0.000960962,0.0006412202,0.0001912062,0.000768066,0.03894081],"category_scores_gemma":[0.002370625,0.00008275221,0.0002885924,0.0003567286,0.0003037725,0.0006279474,0.0003301807,0.0009465168,0.005508529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779422,"about_ca_system_score_gemma":0.0005464585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302592,"about_ca_topic_score_gemma":0.002394488,"domain_scores_codex":[0.9996941,0.00007543121,0.00002703846,0.00003758762,0.00009279658,0.00007301581],"domain_scores_gemma":[0.9992732,0.0001275423,0.0001300251,0.00005093197,0.00008372753,0.0003345213],"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":[0.001360814,0.002165766,0.1504348,0.0005243465,0.000172836,0.01291707,0.001445194,0.0002181471,0.01205392,0.004516329,0.154941,0.6592497],"study_design_scores_gemma":[0.0002464157,0.002997526,0.2160786,0.001104413,0.0002870655,0.09422039,0.001837166,0.001012492,0.009843451,0.004219709,0.6680642,0.00008849255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5144719,0.02732787,0.006929261,0.06343286,0.008021668,0.0002437293,0.001043408,0.0005893406,0.3779399],"genre_scores_gemma":[0.7948062,0.01612174,0.003785179,0.01252622,0.006529877,0.000104662,0.0005345129,0.0001233216,0.1654683],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03894081,"threshold_uncertainty_score":0.13027,"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."}}