{"id":"W2127054514","doi":"10.3109/10929080500379440","title":"Computer-assisted femoral head resurfacing","year":2005,"lang":"en","type":"article","venue":"Computer Aided Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Zimmer","keywords":"Implant; Valgus; Hip resurfacing; Femoral head; Cadaver; Hip replacement; Medicine; Orthodontics; Total hip replacement; Surgery; Arthroplasty","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":[0.0003844716,0.0002624064,0.000631483,0.0002169919,0.0001641322,0.00006679294,0.00007801363,0.0001079927,0.000183598],"category_scores_gemma":[0.00002104732,0.0002266111,0.000294184,0.0002267348,0.00008379683,0.0001793339,0.0001151911,0.000274563,0.0003213635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006499638,"about_ca_system_score_gemma":0.0001392705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001933956,"about_ca_topic_score_gemma":0.00001191383,"domain_scores_codex":[0.9980375,0.00008352834,0.0005615181,0.0004365238,0.0003427113,0.0005381978],"domain_scores_gemma":[0.9987165,0.000347099,0.0001168952,0.000421927,0.00008795247,0.0003096415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001198399,0.000253864,0.08656936,0.00007267326,0.00008410928,0.0005171081,0.0001393068,0.0001510884,0.0001366121,0.00003452184,0.08694635,0.8249752],"study_design_scores_gemma":[0.002192757,0.0002444127,0.6875184,0.0006702833,0.00006597298,0.002636441,0.00001509941,0.0395407,0.0003604025,0.00001130603,0.2661698,0.0005744308],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653898,0.0002599801,0.02831191,0.002214533,0.002271526,0.0002153483,0.0000127072,0.0003928117,0.0009313878],"genre_scores_gemma":[0.9542478,0.00003542453,0.03717167,0.004247488,0.00368503,0.000004510394,0.00008337882,0.00004241697,0.0004822947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8244007,"threshold_uncertainty_score":0.9240933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656314346140966,"score_gpt":0.2819114454885856,"score_spread":0.2353483020271759,"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."}}