{"id":"W4416544105","doi":"10.1038/s41598-025-28803-y","title":"Risk factors of decisional conflict among people living with chronic pain identified through a pan-Canadian survey","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institut du Savoir Montfort; Children's Hospital of Eastern Ontario; University of Ottawa; Université Laval; Research Canada; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Chronic pain; Context (archaeology); Scale (ratio); Health care; Chronic disease; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002077978,0.0003005805,0.0004110799,0.001502024,0.002535116,0.001292011,0.001035733,0.0004690103,0.00207846],"category_scores_gemma":[0.00964265,0.0002844032,0.0005799485,0.003001504,0.0006491177,0.0005604799,0.001354513,0.001107293,0.0001338372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401492,"about_ca_system_score_gemma":0.01882157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9750871,"about_ca_topic_score_gemma":0.9789586,"domain_scores_codex":[0.9974383,0.0003262984,0.0002255128,0.0001944502,0.001203908,0.0006114194],"domain_scores_gemma":[0.9947312,0.0006734494,0.00151003,0.0001341691,0.001761304,0.001189832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005092806,0.00006539842,0.9905805,0.00006355616,0.00002969664,0.00004066299,0.002511265,0.00004903186,0.0000387281,0.00006847573,0.0009671156,0.005534635],"study_design_scores_gemma":[0.000007939494,0.00002955038,0.9928029,0.00008658578,0.00001751933,0.00005329133,0.005863523,0.0002671138,0.00002367209,0.00003594308,0.0007951266,0.00001690435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935062,0.000731407,0.00007716798,0.0007497768,0.00001233575,0.00008182004,0.001756103,0.00000515623,0.003080043],"genre_scores_gemma":[0.9983651,0.0004291386,0.0001688422,0.0001334433,0.000004644947,0.00002784877,0.0006646942,0.000001786972,0.0002044372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02491289,"threshold_uncertainty_score":0.1016858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231266265938103,"score_gpt":0.3895019958241995,"score_spread":0.2663753692303892,"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."}}