{"id":"W4407858248","doi":"10.15173/m.v1i45.3683","title":"Hamilton’s Opioid Epidemic","year":2025,"lang":"en","type":"article","venue":"The Meducator","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid epidemic; Opioid; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001148387,0.0002830356,0.0002932842,0.0007791199,0.007109783,0.003612231,0.0007121039,0.005995221,0.02600134],"category_scores_gemma":[0.006356046,0.0003527758,0.0003514022,0.0006211781,0.001792764,0.001294214,0.002204885,0.005164354,0.002612184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009131727,"about_ca_system_score_gemma":0.03667118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2466017,"about_ca_topic_score_gemma":0.6040093,"domain_scores_codex":[0.998116,0.0001793248,0.00007119144,0.0001123137,0.0009412518,0.0005799312],"domain_scores_gemma":[0.9960421,0.0009662909,0.0001694854,0.0001283111,0.001050137,0.001643755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009935374,0.000007728598,0.0005927036,0.0000419709,0.000004202334,0.0003094797,0.0002489637,0.00001257861,0.00009059656,0.002097352,0.9893523,0.007232259],"study_design_scores_gemma":[0.00001503549,0.00001352555,0.004114721,0.00008111412,0.000006426782,0.0001579951,0.0008691103,0.00003082714,0.0001182574,0.0006626014,0.9939128,0.00001765705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00814262,0.00645896,0.0001370211,0.8460485,0.04688216,0.0001235819,0.0008378028,0.000110558,0.09125883],"genre_scores_gemma":[0.05917392,0.007981314,0.0003592955,0.5287817,0.01807131,0.00009413793,0.0002772013,0.00009657496,0.3851647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2466017,"threshold_uncertainty_score":0.4903328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159231875055828,"score_gpt":0.3136694237377795,"score_spread":0.3020771049872212,"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."}}