{"id":"W2165702384","doi":"10.1371/journal.pone.0134550","title":"Sex Differences in Dose Escalation and Overdose Death during Chronic Opioid Therapy: A Population-Based Cohort Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Hazard ratio; Opioid; Discontinuation; Confidence interval; Internal medicine; Population; Cohort study; Cohort; Chronic pain; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220566,0.0001493387,0.0003524172,0.0001297476,0.00004139393,0.00002189004,0.0000368787,0.00004918551,0.00002880046],"category_scores_gemma":[0.00004637341,0.0001237269,0.00001969741,0.0001335371,0.00001213854,0.0000720098,0.00001933213,0.0000944655,0.000007184145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335711,"about_ca_system_score_gemma":0.0001231183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126986,"about_ca_topic_score_gemma":0.0002033912,"domain_scores_codex":[0.9988654,0.00006144845,0.0002096382,0.0002792659,0.0004166531,0.0001676569],"domain_scores_gemma":[0.9995153,0.00003852485,0.00005571287,0.0002360903,0.00004582105,0.0001085345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849237,0.007002923,0.9903378,0.0000742441,0.0001779569,0.00001416785,0.001387362,0.00001080695,0.0005261502,0.000003428273,6.573941e-7,0.0002795462],"study_design_scores_gemma":[0.007518938,0.001075285,0.9873837,0.0001662924,0.0001387851,6.108262e-7,0.0002414227,0.002402876,0.0009072321,0.000051177,3.76273e-7,0.0001132672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970751,0.0007851118,0.000002306964,0.0001289586,0.00001614963,0.001845057,0.00000356573,0.00006318453,0.00008052717],"genre_scores_gemma":[0.9992538,0.00009847897,0.0001599162,0.00002874696,0.00005569904,0.0002000627,0.00005983273,0.00002087766,0.000122572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007334014,"threshold_uncertainty_score":0.5045438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525457517810889,"score_gpt":0.2728491646092755,"score_spread":0.2203034128281866,"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."}}