{"id":"W4319058239","doi":"10.2106/jbjs.22.00801","title":"Opportunities for International Orthopaedic Volunteerism","year":2022,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.004346419,0.0002683836,0.0002628481,0.002583876,0.00208523,0.002555373,0.0007521989,0.0005341636,0.02426636],"category_scores_gemma":[0.01006076,0.0002018215,0.0004935222,0.003971985,0.00114953,0.001372109,0.00444338,0.0007324723,0.002147692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921115,"about_ca_system_score_gemma":0.01119584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401054,"about_ca_topic_score_gemma":0.06665892,"domain_scores_codex":[0.9965671,0.001543468,0.0002763517,0.0001474646,0.0007475771,0.0007179594],"domain_scores_gemma":[0.9848054,0.004155937,0.002986176,0.000429265,0.001467239,0.006156022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005252709,0.0003390433,0.2777346,0.0108609,0.0001811485,0.002681669,0.02473847,0.0002981266,0.0007873752,0.006109486,0.1473415,0.5284023],"study_design_scores_gemma":[0.0001147612,0.000356885,0.3143346,0.01256843,0.0001461685,0.00447346,0.08571616,0.0001826626,0.0002941851,0.003642991,0.578097,0.00007271978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5839122,0.044683,0.004168294,0.03866817,0.001502558,0.00139698,0.01089295,0.0003289697,0.3144469],"genre_scores_gemma":[0.9418809,0.02515394,0.006166733,0.00500896,0.0006305969,0.0007157453,0.004335286,0.0000744366,0.01603355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426636,"threshold_uncertainty_score":0.08117908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485853377007948,"score_gpt":0.2872530831393932,"score_spread":0.2123945493693137,"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."}}