{"id":"W4410851732","doi":"10.31027/odprn.2025.03","title":"Hydromorphone dispensing across Public Health Units in Ontario, Canada","year":2025,"lang":"en","type":"report","venue":"","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydromorphone; Business; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007083569,0.0002995675,0.0004249602,0.001630479,0.003443595,0.001637277,0.001501919,0.0005086113,0.005150836],"category_scores_gemma":[0.003090234,0.0006056386,0.0004497204,0.005084276,0.001105638,0.0005686819,0.001352486,0.0007574076,0.0004785369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08380833,"about_ca_system_score_gemma":0.1351775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978834,"about_ca_topic_score_gemma":0.9990854,"domain_scores_codex":[0.9969209,0.0001784118,0.0002341514,0.0003350656,0.001662752,0.0006687659],"domain_scores_gemma":[0.9929057,0.000422288,0.001614573,0.000111821,0.002878263,0.002067263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000221245,0.000149404,0.9215155,0.0007043487,0.0001374154,0.00129962,0.006720307,0.0004318633,0.001220123,0.0007579821,0.0212231,0.04561912],"study_design_scores_gemma":[0.00001670385,0.00005615469,0.9890456,0.0001433913,0.00002631203,0.0001945067,0.004396841,0.0002675952,0.00011583,0.00003529053,0.005679995,0.00002180615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335724,0.007656485,0.000681447,0.008247322,0.0001545519,0.0006052104,0.02194186,0.0001702463,0.0269705],"genre_scores_gemma":[0.9784753,0.004510174,0.0009181677,0.001401312,0.000048151,0.00009952288,0.002517403,0.00003603988,0.01199384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08380833,"threshold_uncertainty_score":0.6080749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421986454523517,"score_gpt":0.390048475903994,"score_spread":0.2478498304516423,"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."}}