{"id":"W4210719896","doi":"10.1177/2292550318772817","title":"Oral Exam","year":2018,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003136622,0.0009785192,0.0005626198,0.001516952,0.001804064,0.0007528917,0.0008704081,0.001796181,0.1928269],"category_scores_gemma":[0.002582498,0.0002949763,0.0003639768,0.000453268,0.0003406598,0.001197502,0.0008712295,0.001607436,0.04790903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006193963,"about_ca_system_score_gemma":0.001073198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005749587,"about_ca_topic_score_gemma":0.007040723,"domain_scores_codex":[0.9997254,0.00003651014,0.00002247982,0.00007368193,0.00008710632,0.00005480158],"domain_scores_gemma":[0.9995238,0.00004674386,0.00002506874,0.00004336992,0.0002412129,0.0001199375],"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":[0.0009002833,0.001693504,0.03281462,0.001000621,0.00009202974,0.05901238,0.001843893,0.0003623247,0.0115384,0.005434192,0.6333696,0.2519381],"study_design_scores_gemma":[0.00017027,0.0007661532,0.0641849,0.001514497,0.00006806341,0.05940583,0.002307663,0.0004497612,0.001607709,0.004383183,0.8650476,0.00009433921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1025047,0.03316458,0.002019234,0.03658925,0.004101804,0.001222808,0.01764575,0.001276145,0.8014757],"genre_scores_gemma":[0.2762783,0.01589694,0.002964522,0.02487268,0.001226698,0.0003703463,0.00852407,0.0002438941,0.6696225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1928269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499017524374497,"score_gpt":0.4563041440120365,"score_spread":0.3064023915745868,"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."}}