{"id":"W7133237497","doi":"10.15173/mujph.v2i1.3767","title":"The Opioid Crisis and Future Suggestions to Curb The Epidemic","year":2024,"lang":"","type":"article","venue":"McMaster University Journal of Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Opioid overdose; Public health; Toll; Opioid addiction; Opioid; Opioid epidemic; Intervention (counseling); Addiction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01047867,0.001353931,0.001465987,0.002426283,0.005129941,0.008051489,0.003375854,0.01968996,0.04034126],"category_scores_gemma":[0.02195094,0.0005959873,0.001717121,0.001345128,0.00810867,0.01384443,0.00674284,0.01906374,0.007533392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005819226,"about_ca_system_score_gemma":0.04841929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01825836,"about_ca_topic_score_gemma":0.04188146,"domain_scores_codex":[0.994467,0.002292158,0.0002810797,0.0003769619,0.001135064,0.001447607],"domain_scores_gemma":[0.9798613,0.005454645,0.000800215,0.0004651484,0.004824722,0.008593871],"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":[0.0001471626,0.0003675319,0.001423196,0.001593958,0.00005890914,0.0006191931,0.001558737,0.0005997594,0.0002547849,0.06143036,0.8120173,0.1199292],"study_design_scores_gemma":[0.0001318245,0.0001785604,0.003121239,0.004724342,0.00005852054,0.0005036732,0.01305448,0.0006214493,0.0001791593,0.06824374,0.9090624,0.0001205546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004175851,0.03583658,0.0004703318,0.948878,0.009136166,0.00002569851,0.00005988276,0.00008881052,0.005086992],"genre_scores_gemma":[0.0397454,0.210743,0.009806497,0.656608,0.04215159,0.000626212,0.0004782387,0.0001375728,0.03970348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04034126,"threshold_uncertainty_score":0.1349549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008280683262896,"score_gpt":0.2933387689916287,"score_spread":0.2632559621589997,"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."}}