{"id":"W2316623428","doi":"10.2106/jbjs.j.01706","title":"Computer-Assisted Correction of Cam-Type Femoroacetabular Impingement","year":2011,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Hip disorders and treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; Ottawa Hospital","funders":"","keywords":"Femoroacetabular impingement; Medicine; Femoral head; Resection; Femoral neck; Computer-assisted surgery; Surgery; Nuclear medicine; Orthodontics; Osteoporosis; Internal medicine","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":[0.000500998,0.0003748608,0.0002600597,0.0004539938,0.00009416313,0.0002018165,0.0002737885,0.0001898169,0.001127611],"category_scores_gemma":[0.001373838,0.00018663,0.0002650602,0.0003124505,0.0003334176,0.000203274,0.0003760527,0.0001957441,0.0001685508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606683,"about_ca_system_score_gemma":0.0003487952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254268,"about_ca_topic_score_gemma":0.002957578,"domain_scores_codex":[0.9995505,0.00006826795,0.00003598889,0.00006540312,0.000240011,0.00003979146],"domain_scores_gemma":[0.999059,0.0002882476,0.0002920501,0.0001635404,0.0001441226,0.00005303442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00487027,0.001121879,0.1302471,0.0004282655,0.0001748504,0.001205842,0.0006917717,0.01699853,0.5652286,0.0001907572,0.0003209532,0.2785212],"study_design_scores_gemma":[0.0004650702,0.02611086,0.7290345,0.00007107866,0.0002289918,0.02836528,0.0005429633,0.04046363,0.1707517,0.0002354216,0.003570275,0.0001601854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963452,0.000117084,0.003279173,0.000005498046,0.000004279547,0.000008652446,0.00001740726,0.00003329028,0.0001894613],"genre_scores_gemma":[0.9931356,0.00009161844,0.006494806,0.00000569189,0.000003284852,0.000007310065,0.00004201223,0.000008456912,0.0002112479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001254268,"threshold_uncertainty_score":0.003772199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05861542482314538,"score_gpt":0.2541763797294804,"score_spread":0.195560954906335,"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."}}