{"id":"W4205104839","doi":"10.1017/cjn.2021.456","title":"P.180 What do patients expect of a competent neurosurgeon?","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Competence (human resources); Curriculum; Neurosurgery; Medicine; Medical education; Accountability; Perception; Empathy; Psychology; Family medicine; Pedagogy; Social psychology; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002471787,0.0001698787,0.0002504846,0.0002913178,0.001663364,0.002029677,0.0005008918,0.001218398,0.008193015],"category_scores_gemma":[0.01384046,0.0001099854,0.0002306773,0.0005178311,0.004011171,0.001893626,0.001089847,0.002632838,0.001864183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033638,"about_ca_system_score_gemma":0.007712747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489479,"about_ca_topic_score_gemma":0.01895218,"domain_scores_codex":[0.9985288,0.0007393631,0.00007414239,0.00009780692,0.0004157625,0.000143973],"domain_scores_gemma":[0.9948725,0.002667333,0.0006489338,0.00007971056,0.0009677544,0.0007636638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001096421,0.0001002575,0.05648037,0.001094724,0.00002133868,0.002330216,0.0801881,0.0002822139,0.0005212167,0.02610198,0.6200305,0.2127394],"study_design_scores_gemma":[0.00005240673,0.0003001558,0.06406309,0.003850176,0.00002049003,0.007663133,0.2562082,0.0004984988,0.0004407383,0.03217269,0.634637,0.00009345378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09005562,0.01798835,0.00443501,0.7777134,0.005382597,0.0002010599,0.0008467957,0.00009020719,0.1032871],"genre_scores_gemma":[0.8209541,0.0214913,0.003966525,0.1192573,0.002362786,0.0004420994,0.0004266909,0.00008896205,0.03101043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01489479,"threshold_uncertainty_score":0.02961618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579325788367612,"score_gpt":0.3707651822252418,"score_spread":0.2128326033884806,"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."}}