{"id":"W4233421815","doi":"10.1177/229255031302100301","title":"Oral Exam","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Medicine; Medical physics","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":[0.000514088,0.0008723157,0.0006849451,0.001508169,0.001433822,0.001038819,0.0008784001,0.001307281,0.3789837],"category_scores_gemma":[0.00332036,0.0001717036,0.0004946073,0.0005475366,0.0003155214,0.0008774674,0.001398811,0.001202353,0.1422271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808061,"about_ca_system_score_gemma":0.001689324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005661554,"about_ca_topic_score_gemma":0.01271817,"domain_scores_codex":[0.9995288,0.00006259198,0.00004365817,0.0000763012,0.0002079822,0.00008071211],"domain_scores_gemma":[0.9992697,0.00007181938,0.00003314732,0.00007292838,0.0004172292,0.000135206],"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":[0.0002624732,0.0006830653,0.007947599,0.0004443389,0.00001977646,0.006906361,0.000768111,0.00005981772,0.004474163,0.00226674,0.7067623,0.2694051],"study_design_scores_gemma":[0.00006621106,0.0001535496,0.0286223,0.0005172266,0.00002586594,0.008816015,0.001533065,0.0001212498,0.001235689,0.001460548,0.9574012,0.00004705638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0264999,0.002273624,0.001513107,0.01060108,0.002963843,0.001426286,0.01385394,0.0007627921,0.9401054],"genre_scores_gemma":[0.04378597,0.002091859,0.003673492,0.006135805,0.000643381,0.0005030757,0.006326044,0.0002285054,0.9366119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3789837,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0881604894722604,"score_gpt":0.3700335005688998,"score_spread":0.2818730110966394,"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."}}