{"id":"W1544586042","doi":"","title":"Waiting times and patient perspectives for total hip and knee arthroplasty in rural and urban Ontario.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Orthopedic surgery; Total knee arthroplasty; Waiting list; Arthroplasty; Total hip arthroplasty; Total hip replacement; Patient satisfaction; Physical therapy; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683017,0.00007970639,0.0001262634,0.00006260087,0.0004522859,0.00002362296,0.000009446574,0.00008220128,0.00002533478],"category_scores_gemma":[0.0001644309,0.00007109741,0.000009391215,0.00004477377,0.00003762321,0.0001618477,0.00002975718,0.0001780286,8.69408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140534,"about_ca_system_score_gemma":0.00008450977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690957,"about_ca_topic_score_gemma":0.01268,"domain_scores_codex":[0.9991648,0.00008461085,0.0002353713,0.0001679481,0.00005410734,0.0002931146],"domain_scores_gemma":[0.9995486,0.0001618733,0.00005355816,0.00005452192,0.00006771293,0.0001137821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001105828,0.00007002858,0.4104445,0.000103909,0.00001668349,9.007996e-7,0.1014781,0.0002093182,0.000005791077,0.003662956,0.0004653956,0.4834318],"study_design_scores_gemma":[0.001379031,0.00008227585,0.9517592,0.00005920265,0.000008477917,0.000004552278,0.02696135,0.01544603,0.000003499964,0.0000757899,0.004064534,0.0001561203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941339,0.0007563629,0.0000712223,0.002912371,0.00008159615,0.00140594,0.000009426859,0.0000199075,0.0006091968],"genre_scores_gemma":[0.9950025,0.0000523512,0.002719621,0.0001976213,0.0001060615,0.001089559,0.000008524165,0.00000982789,0.0008138986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5413146,"threshold_uncertainty_score":0.7075736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287640629904435,"score_gpt":0.3024890991069656,"score_spread":0.2737250361165222,"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."}}