{"id":"W2977687152","doi":"10.5489/cuaj.6262","title":"Mentorat à l’AUC","year":2019,"lang":"fr","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002828175,0.001056328,0.0007561838,0.00198146,0.004522007,0.005399868,0.001062503,0.004361245,0.2418667],"category_scores_gemma":[0.01945074,0.0004264769,0.0009213928,0.0009806537,0.002209794,0.002488824,0.002650556,0.006109294,0.03995182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00831064,"about_ca_system_score_gemma":0.02073974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08926084,"about_ca_topic_score_gemma":0.1056816,"domain_scores_codex":[0.9958264,0.0009022355,0.0001786119,0.0004059412,0.001666376,0.001020324],"domain_scores_gemma":[0.9868169,0.001867727,0.0007486761,0.0006195755,0.003342106,0.006604993],"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":[0.0001715983,0.0001900742,0.003822887,0.0002231305,0.00004248995,0.001124583,0.0004665371,0.0001539895,0.0004795151,0.0139995,0.8376362,0.1416895],"study_design_scores_gemma":[0.00003292308,0.00003184096,0.002886871,0.0001406822,0.000004628586,0.0007529937,0.0001770138,0.00006807413,0.0001250309,0.0006680131,0.9951,0.00001199628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01245871,0.03249634,0.00170468,0.327288,0.06536572,0.0001544672,0.00195094,0.00137829,0.5572028],"genre_scores_gemma":[0.09415876,0.01184089,0.002086268,0.03047964,0.02204959,0.0001963217,0.0008925253,0.0005584396,0.8377375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2418667,"threshold_uncertainty_score":0.8091246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06401033142859305,"score_gpt":0.3837471119784456,"score_spread":0.3197367805498526,"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."}}