{"id":"W1980287589","doi":"10.4061/2011/171783","title":"Clinical Validation of Computer-Assisted Navigation in Total Hip Arthroplasty","year":2010,"lang":"en","type":"article","venue":"Advances in Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Radiography; Orientation (vector space); Total hip arthroplasty; Implant; Reamer; Orthodontics; Surgery; Nuclear medicine; Radiology; Mathematics","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":[0.0006409169,0.0001441722,0.0003932439,0.0001475402,0.00003036905,0.000009129744,0.00004777039,0.0001694044,0.00008761832],"category_scores_gemma":[0.0002233197,0.0001262914,0.00008575166,0.0003209181,0.0002282649,0.0003864358,0.00004591401,0.0006087783,0.00001392102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001724817,"about_ca_system_score_gemma":0.0001018406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001453483,"about_ca_topic_score_gemma":0.0001780537,"domain_scores_codex":[0.9982381,0.00007488101,0.0008471013,0.0003005347,0.0003068492,0.0002324871],"domain_scores_gemma":[0.9991009,0.0002228342,0.0002370216,0.0002476749,0.00008556814,0.0001060314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008994408,0.0002923092,0.6139607,0.00005579659,0.000005012168,0.0000627271,0.00006442067,0.0001058987,0.0001616246,0.00013418,0.0000152757,0.3850521],"study_design_scores_gemma":[0.004375293,0.0006916979,0.9709722,0.0003906121,0.00002834031,0.0003485536,0.0001108621,0.003150324,0.000396514,0.00009959377,0.01922104,0.0002149085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952284,0.0001702341,0.001334627,0.000105075,0.002031583,0.0003005587,0.00001310983,0.00003142957,0.0007849995],"genre_scores_gemma":[0.9897729,0.000551388,0.008981044,0.00008478756,0.0004336969,0.000008522215,0.0001060773,0.00001605701,0.00004557963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3848372,"threshold_uncertainty_score":0.5150013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850598281639131,"score_gpt":0.3363006178718365,"score_spread":0.3177946350554452,"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."}}