{"id":"W4386446554","doi":"10.1016/j.jseint.2023.08.005","title":"Preoperative planning with three-dimensional CT vs. three-dimensional magnetic resonance imaging does not change surgical management for shoulder instability","year":2023,"lang":"en","type":"article","venue":"JSES International","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Pan Am Clinic","funders":"","keywords":"Magnetic resonance imaging; Instability; Medicine; Surgical planning; Radiology; Physics; Mechanics","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":[0.0002823281,0.0003057342,0.0003226852,0.000214158,0.0002180025,0.00004837316,0.0001686316,0.00004583206,0.0006174997],"category_scores_gemma":[0.00004061577,0.0002012226,0.0001451092,0.0002054377,0.0001868225,0.000228727,0.0001947293,0.0001985909,0.00004107919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952578,"about_ca_system_score_gemma":0.00007218764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007840166,"about_ca_topic_score_gemma":0.0001436233,"domain_scores_codex":[0.997666,0.00002959094,0.0003613117,0.0006834834,0.0008660189,0.0003935693],"domain_scores_gemma":[0.9989456,0.0003082312,0.0000840273,0.0002889967,0.0002472999,0.0001258217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009383232,0.001062099,0.9310448,0.0001618592,0.0005878872,0.003378345,0.0003984599,0.0006256541,0.00007811874,0.007234149,0.004277578,0.04176789],"study_design_scores_gemma":[0.008419695,0.0007492204,0.9220092,0.0005183338,0.0003103956,0.0004231635,0.0001069619,0.03490145,0.002198931,0.001367788,0.02853874,0.000456124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830788,0.0006808593,0.0002420797,0.0104463,0.0009925835,0.001928065,0.0003983871,0.0002625455,0.001970325],"genre_scores_gemma":[0.9908909,0.00001066563,0.003387012,0.001401755,0.0004798272,0.001014757,0.0005191828,0.00004430488,0.002251619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131176,"threshold_uncertainty_score":0.8205618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603675020996983,"score_gpt":0.3376291752221315,"score_spread":0.2915924250121616,"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."}}