{"id":"W2129510058","doi":"10.2106/jbjs.l.01266","title":"Development of a Cast Application Simulator and Evaluation of Objective Measures of Performance","year":2014,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Computer science; Simulation","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":[0.006458944,0.001181727,0.0006451,0.001854641,0.0002626825,0.0005217656,0.0009480285,0.0006414213,0.002061062],"category_scores_gemma":[0.01108479,0.0004235386,0.0008758248,0.0005200466,0.0004608558,0.0005509977,0.001109691,0.0006376855,0.0006971054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005296191,"about_ca_system_score_gemma":0.001992575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289734,"about_ca_topic_score_gemma":0.001396575,"domain_scores_codex":[0.9942232,0.002440202,0.0006229416,0.0003404047,0.00215551,0.0002177549],"domain_scores_gemma":[0.9901581,0.002674596,0.001226355,0.0007980346,0.004398352,0.0007444749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003002723,0.01593008,0.2782546,0.002192666,0.0003780869,0.0006551623,0.003319344,0.03616847,0.254154,0.001141265,0.003429271,0.4013743],"study_design_scores_gemma":[0.001083117,0.08284873,0.6154534,0.0005528538,0.0003853153,0.001685797,0.001615285,0.1292841,0.154394,0.000827584,0.01141574,0.000454248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082702,0.0002028171,0.171746,0.0001264137,0.00008738208,0.01307957,0.001264665,0.0007493645,0.004473636],"genre_scores_gemma":[0.7468394,0.0003778552,0.2362092,0.00007439389,0.00004441856,0.01193446,0.002153693,0.0001010659,0.002265508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006458944,"threshold_uncertainty_score":0.03415853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09284868428427799,"score_gpt":0.3052490656893979,"score_spread":0.2124003814051199,"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."}}