{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001677781,0.0001227901,0.0002061366,0.00007529005,0.00008863248,0.00000946391,0.0001486054,0.00004406391,0.0002509271],"category_scores_gemma":[0.0001332546,0.00007247952,0.00009301865,0.0002255494,0.00007170645,0.00001889506,0.00003341547,0.0001483807,0.0004969498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395685,"about_ca_system_score_gemma":0.0004359444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213182,"about_ca_topic_score_gemma":0.000006242999,"domain_scores_codex":[0.9992596,0.00004273238,0.0001696671,0.0001830068,0.0001239541,0.0002210426],"domain_scores_gemma":[0.9991172,0.0001348537,0.00003093764,0.0006045329,0.00003551871,0.00007698328],"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":[0.0004913937,0.002869959,0.2320924,0.0007893526,0.001498199,0.0000453658,0.03155639,0.000005781295,0.01017337,0.03175636,0.6310133,0.05770815],"study_design_scores_gemma":[0.002335395,0.000174778,0.3875897,0.0003682723,0.0007643303,0.00003790535,0.005359805,0.00007075055,0.01368737,0.006183024,0.5831839,0.0002448518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447319,0.004585529,0.00003175273,0.02641435,0.001002471,0.0005528925,0.000003752676,0.00009298032,0.02258436],"genre_scores_gemma":[0.9640574,0.0003119146,0.0004090386,0.00615119,0.0001579664,0.0001564765,0.00001545383,0.00001766362,0.02872293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554972,"threshold_uncertainty_score":0.6387451,"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."}}