{"id":"W2531654500","doi":"","title":"Improved Functional Outcomes with Robotic Compared with Manual Total Hip Arthroplasty.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total hip arthroplasty; Arthroplasty; WOMAC; Osteoarthritis; Harris Hip Score; Joint arthroplasty; Retrospective cohort study; Physical therapy; Cohort; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175639,0.0002567018,0.0004018827,0.00009506604,0.0001091084,0.00002642239,0.0000402863,0.00006101948,0.0003509656],"category_scores_gemma":[0.00004080712,0.0001176657,0.0000715168,0.0001123795,0.000238432,0.0001654258,0.00003275345,0.0001293427,0.00006637151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076337,"about_ca_system_score_gemma":0.00009490126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351992,"about_ca_topic_score_gemma":0.00006215709,"domain_scores_codex":[0.9983445,0.00002387871,0.0002335877,0.0003743235,0.000422564,0.0006011543],"domain_scores_gemma":[0.9990781,0.0001057204,0.0001002561,0.0002788311,0.00008915702,0.000347927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0030124,0.0003751984,0.7803797,0.00004539785,0.0005138236,0.0002355107,0.00004856501,0.00002308401,0.0001240781,0.0001668549,0.002484228,0.2125912],"study_design_scores_gemma":[0.008394425,0.000316166,0.9859226,0.00004472764,0.0001352085,0.001164566,0.00006795,0.00003441164,0.0001077903,0.000004804418,0.00357236,0.0002349986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890794,0.00003863373,0.003966407,0.002985195,0.0005400529,0.001101168,0.00003240585,0.000186551,0.002070213],"genre_scores_gemma":[0.9836238,0.000005214968,0.0003740571,0.0003681634,0.0002799612,0.0004285082,0.00002131359,0.0000379151,0.01486109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123562,"threshold_uncertainty_score":0.4798268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924360220241216,"score_gpt":0.2170296457627603,"score_spread":0.1977860435603482,"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."}}