{"id":"W2019632615","doi":"10.1097/mlr.0000000000000087","title":"Patient Factors in Referral Choice for Total Joint Replacement Surgery","year":2014,"lang":"en","type":"article","venue":"Medical Care","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Concordia Hospital; Dalhousie University; University of Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Orthopedic surgery; Knee replacement; Confidence interval; Odds ratio; Logistic regression; Physical therapy; General surgery; Joint replacement; Surgery; Arthroplasty; Family medicine; Internal 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":[0.001664358,0.000171326,0.0002479458,0.0005745192,0.0004068022,0.0006214657,0.0002598431,0.0008685419,0.007447766],"category_scores_gemma":[0.01371665,0.0001698387,0.0004217568,0.0009190041,0.0004331938,0.0003959462,0.0003757229,0.0008630407,0.0005082522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446527,"about_ca_system_score_gemma":0.0007097627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183297,"about_ca_topic_score_gemma":0.003814079,"domain_scores_codex":[0.9984483,0.0007668281,0.000217877,0.0001390331,0.0002598473,0.000168065],"domain_scores_gemma":[0.98355,0.009470792,0.004569752,0.0002515506,0.0004664066,0.001691494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004455321,0.00004902719,0.9986003,0.000009075217,0.00001594848,0.00006293746,0.00006779172,0.00003893876,0.0000376842,0.00001174876,0.000169752,0.0008922305],"study_design_scores_gemma":[0.000009953276,0.0001302642,0.9978383,0.00003012125,0.00002178233,0.0006281042,0.0005595859,0.0004751049,0.00003288682,0.00004168487,0.0002231834,0.000009175765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983001,0.0002950864,0.00007485525,0.0005217049,0.000009810279,0.00001025854,0.0001422214,0.000005184461,0.0006408775],"genre_scores_gemma":[0.9996907,0.00006145718,0.00006089959,0.00006217807,0.00001101557,0.000003321837,0.00005690678,0.000001197111,0.00005238031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007447766,"threshold_uncertainty_score":0.02491528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987251057545616,"score_gpt":0.2852264415930318,"score_spread":0.2553539310175756,"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."}}