{"id":"W3005808846","doi":"10.1177/2292550320905214","title":"Oral Exam Questions: Perilunate Injuries and Arm Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Computer science; Medical physics","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":[0.0005890072,0.0006329559,0.0007515785,0.0005855525,0.001379903,0.001134758,0.0005267514,0.008264806,0.1170558],"category_scores_gemma":[0.004708337,0.0001885753,0.0008441539,0.0002811915,0.0004043855,0.001078465,0.0009038175,0.002059245,0.01774959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088432,"about_ca_system_score_gemma":0.001000114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646182,"about_ca_topic_score_gemma":0.004801151,"domain_scores_codex":[0.9996881,0.00005367555,0.00004956806,0.00003330623,0.00007820471,0.00009715559],"domain_scores_gemma":[0.9986437,0.0003642724,0.0002215503,0.00002255434,0.0003391266,0.0004087638],"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":[0.0002664708,0.0005325679,0.01232907,0.0006608406,0.00002805436,0.01260937,0.0002740196,0.0001531726,0.0007691618,0.001064096,0.9398376,0.03147554],"study_design_scores_gemma":[0.0002266573,0.0006182987,0.04790358,0.002207596,0.00007359553,0.03354067,0.002742876,0.0002908229,0.0008446967,0.002880641,0.908612,0.00005852469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03772757,0.01959643,0.001029714,0.6580046,0.05088526,0.0007035237,0.006125739,0.0001887075,0.2257384],"genre_scores_gemma":[0.1221919,0.02032832,0.002346896,0.3835802,0.06038854,0.0005157636,0.00339111,0.0001619491,0.4070953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1170558,"threshold_uncertainty_score":0.3915907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779602873447865,"score_gpt":0.256557162862308,"score_spread":0.2287611341278294,"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."}}