{"id":"W4407864764","doi":"10.35493/medu.45.12","title":"Hamilton's Opioid Epidemic","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Opioid epidemic; Opioid; Medicine; Environmental health; 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":[0.0005908493,0.000212482,0.0002440896,0.0008543081,0.003844377,0.002588798,0.000513668,0.002273409,0.03006996],"category_scores_gemma":[0.003211796,0.0002368513,0.0002550419,0.0009688483,0.002811789,0.001143071,0.002421641,0.003323541,0.002668831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009634516,"about_ca_system_score_gemma":0.02555348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2979369,"about_ca_topic_score_gemma":0.6200173,"domain_scores_codex":[0.998975,0.0001351973,0.00002379313,0.00007893758,0.0004073342,0.0003797507],"domain_scores_gemma":[0.9983178,0.0002199071,0.0001059891,0.00006923789,0.0002745847,0.001012408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005979057,0.000031562,0.00493697,0.000107596,0.00001380324,0.0004106549,0.0008528274,0.00004618125,0.0001747149,0.07549887,0.8492171,0.06864989],"study_design_scores_gemma":[0.00002230174,0.00001490353,0.01077085,0.0001070089,0.000004841076,0.000183961,0.0007711743,0.00003430652,0.00005612012,0.004424863,0.9835995,0.00001015808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02010759,0.01832893,0.0002968323,0.7350688,0.01016212,0.00005851119,0.001366434,0.0001024797,0.2145083],"genre_scores_gemma":[0.262572,0.02628594,0.0007953393,0.2956905,0.006273058,0.00009874036,0.0005149987,0.00009764959,0.4076717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2979369,"threshold_uncertainty_score":0.5924053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662922503900557,"score_gpt":0.3146780576758121,"score_spread":0.2980488326368065,"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."}}