{"id":"W4401707579","doi":"10.1186/s12875-024-02564-5","title":"Barriers and facilitators to using a clinical decision support tool for the management of osteoarthritis pain in patients undergoing hemodialysis: a qualitative study","year":2024,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Osteoarthritis; Hemodialysis; Medicine; Pain management; Physical therapy; Qualitative research; Decision support system; Internal medicine; Alternative medicine; Computer science; Data mining; Pathology","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":[0.01497109,0.0003955769,0.0007477354,0.00100223,0.005618427,0.002342421,0.001446026,0.001186129,0.002485483],"category_scores_gemma":[0.02666198,0.0005985196,0.0005955225,0.000961267,0.004309764,0.002369622,0.003359756,0.002284933,0.0001893052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004282645,"about_ca_system_score_gemma":0.009244793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023846,"about_ca_topic_score_gemma":0.01415746,"domain_scores_codex":[0.9896259,0.007496764,0.0004493921,0.0004214964,0.0006996951,0.00130679],"domain_scores_gemma":[0.9654363,0.02785471,0.001740655,0.0004242016,0.002258674,0.002285636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005408333,0.0001104964,0.007246086,0.0003693011,0.00001016463,0.0006477432,0.9834389,0.00004663137,0.0006615829,0.0004064579,0.0003850395,0.006623534],"study_design_scores_gemma":[0.000009731997,0.0001231528,0.002816708,0.0003380557,0.000009444889,0.0002303069,0.9921471,0.0001316448,0.0002421966,0.0001853037,0.003747766,0.00001853398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937022,0.0006193987,0.0016503,0.002089761,0.00003692683,0.0002939707,0.0001153038,0.000009502923,0.001482673],"genre_scores_gemma":[0.9950578,0.0008886661,0.001777959,0.001033499,0.00001660499,0.0003445005,0.00004808582,0.00001049177,0.0008224071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497109,"threshold_uncertainty_score":0.07917565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673002068717149,"score_gpt":0.3471585159856626,"score_spread":0.320428495298491,"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."}}