{"id":"W4323664987","doi":"10.1016/j.joca.2023.02.077","title":"Instruments to assess appropriateness of hip and knee arthroplasty: a systematic review","year":2023,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; McGill University; McGill University Health Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Arthroplasty; Hip arthroplasty; Medicine; Physical therapy; Systematic review; Medical physics; Physical medicine and rehabilitation; MEDLINE; Surgery; Political science","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":[0.01252878,0.001657681,0.01090765,0.008153499,0.0005716286,0.003173399,0.00189192,0.002220043,0.003340223],"category_scores_gemma":[0.06411912,0.001459402,0.01189342,0.009382054,0.001364663,0.002525416,0.002391217,0.002171396,0.0002603606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339796,"about_ca_system_score_gemma":0.008656343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009938502,"about_ca_topic_score_gemma":0.03973118,"domain_scores_codex":[0.9852768,0.005444978,0.005908931,0.000938874,0.002141161,0.0002893636],"domain_scores_gemma":[0.9651716,0.02491232,0.007200707,0.0004526634,0.001952173,0.0003104785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004824414,0.0000251755,0.00376414,0.9099363,0.05033633,0.0000675055,0.0002137584,0.0001677421,0.00008882956,0.0002080274,0.001259952,0.0334499],"study_design_scores_gemma":[0.001580117,0.0002686635,0.01418061,0.5978255,0.3740063,0.0003799091,0.0005537212,0.0002815342,0.0001638228,0.0004954263,0.01014902,0.00011551],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001781241,0.9968746,0.0002130646,0.0001521456,0.0001079635,0.0002545151,0.0004392501,0.000007593369,0.0001696815],"genre_scores_gemma":[0.04792743,0.9485901,0.001805774,0.000677322,0.0000894928,0.0004571458,0.0003506469,0.00001011922,0.00009198205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01252878,"threshold_uncertainty_score":0.06625932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456480150435635,"score_gpt":0.311965635918096,"score_spread":0.2663176208745325,"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."}}