{"id":"W4391996009","doi":"10.1503/cjs.001824","title":"Que signifie réellement le professionnalisme dans le paysage chirurgical contemporain?","year":2024,"lang":"fr","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Humanities; Gynecology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01172499,0.002071638,0.003011932,0.002773957,0.005156937,0.01096972,0.003201496,0.02354811,0.007038456],"category_scores_gemma":[0.04354643,0.0007342772,0.001909646,0.001870116,0.008564539,0.01080449,0.002109977,0.03075203,0.003014233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006631337,"about_ca_system_score_gemma":0.007641971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446827,"about_ca_topic_score_gemma":0.02915954,"domain_scores_codex":[0.9941332,0.001827259,0.0005836988,0.000665964,0.00222199,0.0005679642],"domain_scores_gemma":[0.955459,0.03469037,0.001065181,0.0005094024,0.006247728,0.002028364],"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":[0.0000479305,0.000009883627,0.00005854931,0.0005707404,0.00002389344,0.0001404632,0.0003083957,0.00002152718,0.00003152498,0.004171453,0.9858329,0.008782833],"study_design_scores_gemma":[0.00004626956,0.00002507061,0.0004241233,0.001468349,0.00005580536,0.0002232493,0.0005691242,0.00008512117,0.00005253284,0.004574578,0.9924399,0.00003576161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008658038,0.02591034,0.00007620672,0.1477353,0.8244998,0.000005304505,0.00002333174,0.00001436476,0.001648698],"genre_scores_gemma":[0.001609238,0.02053945,0.00009583284,0.05704805,0.9151868,0.00001597848,0.00001485694,0.00002495618,0.005464725],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02354811,"threshold_uncertainty_score":0.06200844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05967412932257947,"score_gpt":0.3453936969847484,"score_spread":0.2857195676621689,"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."}}