{"id":"W2930063194","doi":"10.5489/cuaj.5988","title":"Écouter et apprendre comment mieux servir les urologues","year":2019,"lang":"fr","type":"article","venue":"Canadian Urological Association Journal","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","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":[0.0058381,0.0008736577,0.0007270136,0.001530774,0.009443245,0.007477349,0.001476633,0.01385527,0.07109511],"category_scores_gemma":[0.04278655,0.0005427012,0.001085602,0.001172518,0.003686199,0.006965059,0.003416768,0.01251251,0.01772554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006701521,"about_ca_system_score_gemma":0.02127605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07148629,"about_ca_topic_score_gemma":0.1182312,"domain_scores_codex":[0.988093,0.00347469,0.000417412,0.0006262338,0.004683901,0.002704737],"domain_scores_gemma":[0.9820502,0.005279542,0.001260974,0.0005459588,0.004419192,0.006444207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003964962,0.0003814384,0.01919798,0.0005666279,0.00007481532,0.007031058,0.01190737,0.0003154758,0.002113762,0.03267248,0.7798194,0.1455232],"study_design_scores_gemma":[0.00006550522,0.0001048496,0.007003234,0.0004053604,0.00002249585,0.003282065,0.008261721,0.0001363709,0.0004559961,0.002507707,0.9776955,0.00005928065],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.029067,0.01570371,0.001746731,0.7681192,0.04020017,0.00009301378,0.0002567081,0.0004112937,0.1444021],"genre_scores_gemma":[0.2114632,0.01824654,0.004587329,0.223565,0.03219448,0.0002135661,0.0003298292,0.0004772347,0.5089228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07148629,"threshold_uncertainty_score":0.2378368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888597408658806,"score_gpt":0.3268326524044025,"score_spread":0.2879466783178145,"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."}}