{"id":"W3119769280","doi":"10.1097/md.0000000000024209","title":"Which is the better choice? A clinical cohort study protocol evaluating the differences between standard medial parapatellar and minimally invasive approaches in total knee replacement","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Protocol (science); Cohort study; Physical therapy; Surgery; Physical medicine and rehabilitation; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03430948,0.001039065,0.002012695,0.001589472,0.00249083,0.001615808,0.001568726,0.001719714,0.01154985],"category_scores_gemma":[0.02647016,0.001064564,0.00204581,0.001481348,0.001323506,0.002386769,0.001426656,0.002090314,0.002370142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156911,"about_ca_system_score_gemma":0.01122611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711092,"about_ca_topic_score_gemma":0.00383847,"domain_scores_codex":[0.9857696,0.006117456,0.00437584,0.001513751,0.001511784,0.0007115329],"domain_scores_gemma":[0.9816369,0.003716224,0.005689245,0.002197391,0.005274178,0.001485936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2391048,0.0565923,0.4617845,0.01783307,0.003298406,0.004621898,0.01521663,0.002227501,0.006577072,0.01069447,0.03662647,0.145423],"study_design_scores_gemma":[0.1025572,0.2056299,0.4918022,0.01260368,0.003149128,0.00301251,0.01625161,0.005333048,0.003795604,0.00835019,0.1467381,0.0007766997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1343315,0.001533191,0.009872235,0.0007566429,0.0005404075,0.8436074,0.005574229,0.00004898389,0.003735313],"genre_scores_gemma":[0.09560163,0.000795449,0.01326672,0.001522153,0.0002027746,0.885491,0.002188502,0.00001526527,0.0009164131],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03430948,"threshold_uncertainty_score":0.181448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291259304609093,"score_gpt":0.4013194431285917,"score_spread":0.2721935126676823,"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."}}