{"id":"W4249400204","doi":"10.1051/pmed/2013038","title":"Affiches","year":2013,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal","funders":"","keywords":"Medicine","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":[0.002008452,0.0006016676,0.0005809823,0.001745207,0.003367306,0.003728773,0.001091062,0.001686055,0.3080233],"category_scores_gemma":[0.0171841,0.0001950776,0.0004733385,0.001717028,0.001290739,0.002154582,0.003940624,0.001712355,0.1250608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871127,"about_ca_system_score_gemma":0.002711426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339626,"about_ca_topic_score_gemma":0.004519833,"domain_scores_codex":[0.9970053,0.0008507038,0.0002720351,0.000369752,0.001179768,0.0003224738],"domain_scores_gemma":[0.9962938,0.0007754782,0.0002751842,0.0004951053,0.0015347,0.0006256637],"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":[0.0003638506,0.0001651919,0.008611999,0.000440526,0.00002219958,0.00223389,0.004443184,0.0001374568,0.0007516409,0.07597875,0.5900815,0.3167699],"study_design_scores_gemma":[0.00001981622,0.00005370346,0.003091851,0.0003153701,0.000008894654,0.001892674,0.002390438,0.00009207425,0.0004152592,0.01112597,0.9805779,0.00001599187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0261482,0.003522486,0.009821646,0.02089843,0.01063725,0.0007017821,0.007612145,0.0008089272,0.9198491],"genre_scores_gemma":[0.1253724,0.003917084,0.009925421,0.01014624,0.002432465,0.0008757486,0.008856045,0.0006883052,0.8377863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3080233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5145740517529641,"score_gpt":0.4810070191269412,"score_spread":0.03356703262602295,"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."}}