{"id":"W4243420770","doi":"10.1051/pmed/20099993","title":"Communications orales","year":2009,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001683364,0.0008138958,0.0007763156,0.001735013,0.004930271,0.009202737,0.001723142,0.003426156,0.5622866],"category_scores_gemma":[0.00800513,0.0003530865,0.0005563359,0.001793706,0.001780079,0.003817311,0.005244157,0.00306727,0.3012863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558091,"about_ca_system_score_gemma":0.006057378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191147,"about_ca_topic_score_gemma":0.0169951,"domain_scores_codex":[0.9976821,0.0005282556,0.0001093614,0.0003944697,0.0008678627,0.0004179117],"domain_scores_gemma":[0.9974315,0.0004789186,0.0001491927,0.0003482463,0.001122884,0.0004692512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004667342,0.00002691456,0.0001625899,0.0002854528,0.000003249738,0.0001459383,0.000969795,0.00003432452,0.000224564,0.01226591,0.9240062,0.06182844],"study_design_scores_gemma":[0.000002614166,0.000004256097,0.0001652184,0.0001177589,9.088098e-7,0.00004645631,0.0003269166,0.000006626292,0.00003226705,0.0003286011,0.9989659,0.000002547253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001945732,0.007153944,0.000887558,0.02255555,0.03206672,0.0002049661,0.002956833,0.0006236603,0.931605],"genre_scores_gemma":[0.009332741,0.002739308,0.0005400333,0.00401734,0.002992772,0.0001372821,0.001283159,0.0003018043,0.9786555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4377134,"threshold_uncertainty_score":0.624345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841442317018928,"score_gpt":0.486538576066203,"score_spread":0.3023943443643101,"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."}}