{"id":"W7008083027","doi":"","title":"Assessment of Pre-Operative Functional Differences in Patients Undergoing Total and Partial Knee Arthroplasties","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Gait; Osteoarthritis; Range of motion; Knee replacement; Arthroplasty; Total knee arthroplasty; Knee Joint","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":[0.0003985275,0.0002104955,0.0002604736,0.0005746361,0.0003999391,0.0004865537,0.0002696573,0.0003205836,0.001856382],"category_scores_gemma":[0.002166954,0.0001305972,0.0002772401,0.0005773762,0.000277716,0.0003386803,0.0005117562,0.0005213659,0.0002805251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004189456,"about_ca_system_score_gemma":0.0005454989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204704,"about_ca_topic_score_gemma":0.01746672,"domain_scores_codex":[0.9996139,0.00006596265,0.00006363069,0.00006071701,0.0001113165,0.00008447911],"domain_scores_gemma":[0.9985698,0.0001694728,0.0006465553,0.00004757383,0.0001979853,0.0003686731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009456749,0.00006804481,0.9980673,0.00001253653,0.00001714726,0.00004296409,0.0001027232,0.00001564863,0.0001030265,0.000004514101,0.0000655631,0.001406049],"study_design_scores_gemma":[0.000003766593,0.0001636502,0.9994548,0.000003646086,0.000004885978,0.00007075538,0.0001951922,0.00003073569,0.0000239415,0.000005624,0.00004049214,0.000002480984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993554,0.00006723585,0.00002803131,0.00002381731,0.000002620635,0.00001401085,0.0002232992,0.000001323673,0.0002842365],"genre_scores_gemma":[0.9996108,0.00003228129,0.00003700758,0.00001432015,0.000002806002,0.00001203288,0.0001828485,4.228031e-7,0.0001073215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007204704,"threshold_uncertainty_score":0.01432556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107317927778393,"score_gpt":0.2321656746628359,"score_spread":0.221092495385052,"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."}}