{"id":"W4388089292","doi":"10.33612/diss.817027774","title":"The Canadian Orthopedic Trauma Society (COTS)","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Orthopedic surgery; Physical therapy; Medical physics; Surgery","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":[0.005089054,0.001335802,0.00116574,0.005538249,0.006305894,0.005257661,0.002584037,0.003878033,0.07990799],"category_scores_gemma":[0.01415379,0.0006639039,0.00108118,0.0058038,0.0032432,0.001416003,0.003462267,0.004650958,0.01313232],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04056208,"about_ca_system_score_gemma":0.2175642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7954599,"about_ca_topic_score_gemma":0.8813747,"domain_scores_codex":[0.9898112,0.0004410483,0.0005044166,0.0005962531,0.007192188,0.001454974],"domain_scores_gemma":[0.9526352,0.00135213,0.001098252,0.0009369946,0.0322646,0.0117129],"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":[0.00003253634,0.00001596447,0.0009210673,0.0003312628,0.00001359004,0.0001121147,0.00008859828,0.0001169825,0.0001507812,0.007993576,0.9149636,0.07525988],"study_design_scores_gemma":[0.00001826725,0.00001882392,0.002325832,0.0003687633,0.000007461179,0.0001573112,0.0001575249,0.00004757334,0.00005237441,0.0007353375,0.9960924,0.00001825377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004168263,0.143203,0.005735359,0.2756131,0.1224223,0.0009410222,0.01178217,0.00130479,0.4348298],"genre_scores_gemma":[0.06713822,0.2264853,0.01850598,0.06320999,0.02317858,0.0009247841,0.01350993,0.0007865063,0.5862608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9594379,"threshold_uncertainty_score":0.4114894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199289856962026,"score_gpt":0.3186886181176138,"score_spread":0.2866957195479936,"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."}}