{"id":"W3200346922","doi":"10.1097/pr9.0000000000000955","title":"Doctor shopping among chronic noncancer pain patients treated with opioids in the province of Quebec (Canada): incidence, risk factors, and association with the occurrence of opioid overdoses","year":2021,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Abitibi-Témiscamingue; Institut National d'Excellence en Santé et en Services Sociaux; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Incidence (geometry); Opioid; Medical prescription; Retrospective cohort study; Chronic pain; Confidence interval; Anxiety; Cohort study; Internal medicine; Psychiatry","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":[0.0004401671,0.0002614554,0.0003396703,0.0009290795,0.001421178,0.0009677809,0.0008444702,0.0005216221,0.002156929],"category_scores_gemma":[0.001646619,0.00028226,0.0005116764,0.002675378,0.0004664017,0.0003388202,0.0005090121,0.000687325,0.0001640829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009536419,"about_ca_system_score_gemma":0.008881616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.973478,"about_ca_topic_score_gemma":0.9799039,"domain_scores_codex":[0.9994293,0.00005941083,0.00004095403,0.00009191941,0.0001788551,0.0001995497],"domain_scores_gemma":[0.9981178,0.0001194078,0.0007628609,0.00004789957,0.0005597408,0.0003924344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001870962,0.00001410674,0.9987981,0.00001511859,0.00002061022,0.00002439906,0.00005980122,0.00002152998,0.00002779838,0.000008297538,0.0003318694,0.0006596755],"study_design_scores_gemma":[0.00000360202,0.00001495157,0.9992173,0.00002941517,0.00001255375,0.0000469962,0.0003007927,0.0001404215,0.000009123733,0.000006047506,0.0002157109,0.000003085378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992147,0.001739008,0.00008025139,0.0005091041,0.00001718646,0.00004358705,0.004078111,0.000008078895,0.001377628],"genre_scores_gemma":[0.9978924,0.000599511,0.00007750572,0.0001113124,0.000009913005,0.00001169284,0.0009735753,0.000001966769,0.0003221697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02652198,"threshold_uncertainty_score":0.06919187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00450818651498566,"score_gpt":0.2146552624022735,"score_spread":0.2101470758872878,"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."}}