{"id":"W4396877223","doi":"10.1177/20543581241249365","title":"Development and Validation of a Treatment Algorithm for Osteoarthritis Pain Management in Patients With End-Stage Kidney Disease Undergoing Hemodialysis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Health Education and Validation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Content validity; Algorithm; Medicine; Face validity; Hemodialysis; Physical therapy; Osteoarthritis; Population; Construct validity; Internal medicine; Patient satisfaction; Alternative medicine; Surgery; Psychometrics; Pathology; Computer science; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05403969,0.0007668849,0.001460336,0.004142862,0.001954199,0.00319204,0.002038197,0.001362754,0.001287865],"category_scores_gemma":[0.1118462,0.0006131884,0.002544228,0.002270311,0.001255285,0.002159717,0.002726745,0.00224598,0.0004082162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360293,"about_ca_system_score_gemma":0.02084009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438676,"about_ca_topic_score_gemma":0.009771914,"domain_scores_codex":[0.9561745,0.02348166,0.01105545,0.001464664,0.00697827,0.0008453528],"domain_scores_gemma":[0.8901295,0.05092893,0.01349389,0.003873909,0.04013804,0.001435769],"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":[0.001024446,0.003307142,0.354685,0.003529413,0.000506662,0.0003836167,0.008964635,0.01007702,0.002865108,0.00431139,0.0175684,0.5927772],"study_design_scores_gemma":[0.003128037,0.007771182,0.6616949,0.01199449,0.001718093,0.002395577,0.0232893,0.1832999,0.01432163,0.01402865,0.07567072,0.0006875365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6648912,0.002432758,0.2150467,0.0095537,0.0006406513,0.08662863,0.002484999,0.001084701,0.01723662],"genre_scores_gemma":[0.3059843,0.0007572063,0.6680138,0.0006819148,0.00005768081,0.02170883,0.002131928,0.00004085246,0.0006235655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05403969,"threshold_uncertainty_score":0.2857926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614301852357874,"score_gpt":0.3121927047761848,"score_spread":0.2860496862526061,"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."}}