{"id":"W4386305025","doi":"10.2217/pmt-2023-0048","title":"Lessons Learned from the Chronic Pain Clinic: A Qualitative Study of the Perspectives of Healthcare Providers","year":2023,"lang":"en","type":"article","venue":"Pain Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region; University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Multidisciplinary approach; Chronic pain; Thematic analysis; Nursing; Health care; Qualitative research; Harm; Participatory action research; Indigenous; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004101091,0.0001596435,0.0003287199,0.00007783204,0.0001178572,0.000008896847,0.0002557957,0.00003174235,0.00005892522],"category_scores_gemma":[0.0004831788,0.00009031885,0.0001569854,0.0005769174,0.0001280419,0.00002141721,0.0001985645,0.0001544096,0.00002276055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082702,"about_ca_system_score_gemma":0.0001025623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980517,"about_ca_topic_score_gemma":0.001180682,"domain_scores_codex":[0.9953526,0.00313572,0.0003991755,0.0003722164,0.0005058862,0.0002343982],"domain_scores_gemma":[0.9974623,0.001367446,0.0002315103,0.0008176352,0.00008263246,0.00003847969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000208837,0.002091542,0.02147307,0.0007596174,0.00209478,0.00001506551,0.9109794,0.00007441224,0.00002460162,0.001281366,0.006391047,0.0546063],"study_design_scores_gemma":[0.001806538,0.001203867,0.1077553,0.0002629446,0.0002550682,3.397474e-8,0.8858477,0.0003060033,0.00001234245,0.001441892,0.001037701,0.00007054779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.851642,0.002063276,0.0001756495,0.1398833,0.0001015082,0.005446437,0.0000406832,0.00009423137,0.0005529758],"genre_scores_gemma":[0.9972059,0.0005276733,0.00009232548,0.0004144212,0.0000331985,0.0003832275,0.00002211816,0.00002489042,0.001296249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455639,"threshold_uncertainty_score":0.4505671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09157343990399171,"score_gpt":0.4202019085933731,"score_spread":0.3286284686893814,"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."}}