{"id":"W3015512266","doi":"10.2106/jbjs.19.01150","title":"Clinical Observership Opportunities in North America for International Orthopaedic Surgeons","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Medicine; Cohort; Duration (music); Family medicine; Academic institution; Orthopedic surgery; Medical education; Library science; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005401884,0.0002638285,0.0002999945,0.003426411,0.001111099,0.002370846,0.0009515936,0.0006159035,0.009779423],"category_scores_gemma":[0.0292314,0.0003239738,0.0003785717,0.006187496,0.001214681,0.001797432,0.003538244,0.0007049167,0.000480723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723075,"about_ca_system_score_gemma":0.005922178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008432013,"about_ca_topic_score_gemma":0.02388083,"domain_scores_codex":[0.9943374,0.002083318,0.000703538,0.0006378577,0.001445186,0.0007928269],"domain_scores_gemma":[0.9311265,0.02035132,0.03247495,0.001222129,0.004009249,0.01081582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000214411,0.0001464957,0.9372724,0.001334505,0.00007476928,0.0004396891,0.003702269,0.00006237771,0.0002616582,0.0005353647,0.009012344,0.04694373],"study_design_scores_gemma":[0.00004491203,0.0001827996,0.9595015,0.001788605,0.0000616586,0.001115113,0.0135395,0.00008865409,0.0001189595,0.000252008,0.02328834,0.00001797411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9635185,0.01300077,0.0003649339,0.004548665,0.0002649624,0.0001563712,0.002347127,0.00004629506,0.01575233],"genre_scores_gemma":[0.9894691,0.005730016,0.0006920118,0.0008772995,0.0002107148,0.0001572833,0.001531784,0.00001629072,0.001315532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009779423,"threshold_uncertainty_score":0.03271544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176974019072742,"score_gpt":0.3441137807484385,"score_spread":0.1264163788411642,"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."}}