{"id":"W1982552919","doi":"10.1051/medsci/20072367652","title":"La recherche médicale en danger","year":2007,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04699802,0.002502326,0.005907302,0.003607953,0.004581521,0.02165288,0.003952087,0.03282382,0.06684646],"category_scores_gemma":[0.07204169,0.001298901,0.002988146,0.001995986,0.01955778,0.0137808,0.008052418,0.03653767,0.03079653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064773,"about_ca_system_score_gemma":0.02835065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026054,"about_ca_topic_score_gemma":0.006337291,"domain_scores_codex":[0.960597,0.01689117,0.002441832,0.002974176,0.014335,0.002760863],"domain_scores_gemma":[0.9300216,0.02889715,0.003524766,0.01066361,0.01652535,0.01036752],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003928178,0.0002505271,0.0009779725,0.001064527,0.0002892174,0.0006850871,0.001378289,0.000328554,0.001663897,0.2973216,0.6041807,0.0914669],"study_design_scores_gemma":[0.0001435518,0.00008733119,0.0007746949,0.000729978,0.00003146331,0.000534062,0.0003510569,0.0002307551,0.0002878509,0.02997245,0.9668306,0.0000261532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001496446,0.09731798,0.00255849,0.7335786,0.08603909,0.00007316549,0.0002567398,0.0003634687,0.07831608],"genre_scores_gemma":[0.0571224,0.1034169,0.01280983,0.19473,0.2618359,0.0003758801,0.0008080411,0.0004773359,0.3684237],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.953002,"threshold_uncertainty_score":0.2485523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4436954611946287,"score_gpt":0.5511601854122403,"score_spread":0.1074647242176117,"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."}}