{"id":"W4416177153","doi":"10.1503/cjs.015124","title":"Early experience of an integrated ambulatory care program for joint replacement surgery","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"University of Ottawa","keywords":"Joint replacement; Ambulatory; Joint (building); Arthroplasty replacement; Ambulatory care; Total joint replacement","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000642827,0.0001272837,0.0001229961,0.0003874828,0.0006548458,0.000742164,0.0003825637,0.000315182,0.002803053],"category_scores_gemma":[0.003146764,0.0001767662,0.0001796054,0.000516201,0.000270164,0.0004517382,0.0009361093,0.0005242645,0.0002274199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008976497,"about_ca_system_score_gemma":0.001887722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040289,"about_ca_topic_score_gemma":0.02753062,"domain_scores_codex":[0.9993575,0.0001271679,0.00005116538,0.00004615676,0.0001645928,0.0002534256],"domain_scores_gemma":[0.9965708,0.0003503108,0.001264429,0.00009751464,0.0003687362,0.001348174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006370267,0.000336041,0.9903843,0.00001852844,0.00001597093,0.0004352606,0.0004623756,0.00003761448,0.0002747321,0.0000292113,0.000476861,0.007465317],"study_design_scores_gemma":[0.0000159046,0.0004898663,0.9953431,0.00002801294,0.000009020022,0.001050513,0.001432744,0.0002578406,0.0001320752,0.00002094414,0.001214691,0.000005428962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985942,0.0000882984,0.0001004572,0.0001596073,0.00001261426,0.00003151374,0.0001056715,0.000005548884,0.0009019446],"genre_scores_gemma":[0.9990853,0.00008169263,0.0001903797,0.000149244,0.00002040132,0.00001883387,0.0001663489,0.000001678316,0.000286195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040289,"threshold_uncertainty_score":0.02068466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399697204256646,"score_gpt":0.2872054050116385,"score_spread":0.253208432969072,"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."}}