{"id":"W4401486051","doi":"10.1002/msc.1927","title":"Determining Appropriateness of Total Joint Arthroplasty for Hip and Knee Osteoarthritis: A Patient‐Centred Conceptual Model","year":2024,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Ottawa Hospital; University of Ottawa","funders":"Arthritis Society; Ontario Physiotherapy Association; University of Ottawa","keywords":"Medicine; Osteoarthritis; Arthroplasty; Physical therapy; Total hip arthroplasty; Joint arthroplasty; Joint (building); Total knee arthroplasty; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02611118,0.0009878168,0.0005814668,0.00387145,0.004128473,0.009906885,0.004394604,0.004823156,0.003826075],"category_scores_gemma":[0.03055287,0.0006920125,0.002093019,0.002930277,0.01266176,0.008095556,0.006925905,0.004648857,0.0004701673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666574,"about_ca_system_score_gemma":0.03109838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638798,"about_ca_topic_score_gemma":0.01724628,"domain_scores_codex":[0.9657131,0.02737594,0.001768758,0.001167977,0.002839193,0.001135156],"domain_scores_gemma":[0.9567494,0.03121219,0.002841559,0.0009897387,0.004193861,0.004013167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001087765,0.0005755814,0.02276104,0.001975372,0.0001688006,0.00149095,0.164386,0.01156195,0.0004218403,0.7513333,0.009339161,0.03587726],"study_design_scores_gemma":[0.0003296689,0.0006651716,0.0140936,0.006980565,0.0003843869,0.003245263,0.2471183,0.0427486,0.0005653424,0.5162632,0.1672319,0.000373922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2718564,0.005525895,0.2996852,0.2303316,0.0006317294,0.005935529,0.001388493,0.0002099731,0.1844352],"genre_scores_gemma":[0.8657337,0.002230686,0.1225971,0.004515984,0.00009684001,0.001927629,0.0006331677,0.00003028011,0.00223458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02611118,"threshold_uncertainty_score":0.1380907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984464280769892,"score_gpt":0.2556267280112458,"score_spread":0.2357820852035469,"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."}}