{"id":"W1989339459","doi":"10.1177/1553350608327170","title":"Beyond the Operating Room: A Simulator for Sacroiliac Screw Insertion","year":2008,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sacroiliac joint; Simulation; Surgery; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417202,0.0000946643,0.0001658292,0.00006869534,0.0003139187,0.0000187735,0.00004748056,0.00008094063,0.00008380857],"category_scores_gemma":[0.0002865578,0.00006009283,0.00005454075,0.0005815911,0.0000756886,0.000123588,0.00001958392,0.0001391433,0.00002243318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003183983,"about_ca_system_score_gemma":0.0000793821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007627411,"about_ca_topic_score_gemma":0.000001226238,"domain_scores_codex":[0.9991382,0.00002269053,0.0003171778,0.0001574075,0.0001995806,0.0001649689],"domain_scores_gemma":[0.9992912,0.0001030352,0.0000719032,0.0001596731,0.0003461148,0.00002804109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003556505,0.001355016,0.1075412,0.0005209931,0.0004960401,0.0002611394,0.003221925,0.0009156487,0.1504333,0.5506754,0.0841519,0.09687096],"study_design_scores_gemma":[0.01216709,0.001194682,0.09496936,0.0002180546,0.0001721172,0.0006935361,0.0004794208,0.03189114,0.07049815,0.007128474,0.7798244,0.0007635978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907401,0.0001895497,0.00171492,0.003887897,0.0001300905,0.0004366276,0.000006877417,0.00006275872,0.002831228],"genre_scores_gemma":[0.9948777,0.00001510385,0.0007924887,0.001800159,0.0004278822,0.00004376188,0.0001420118,0.00001326932,0.001887622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956725,"threshold_uncertainty_score":0.2450514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121037014583161,"score_gpt":0.3185131336481297,"score_spread":0.2773027635022981,"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."}}