{"id":"W2953927180","doi":"10.15173/m.v1i32.1681","title":"Shining a Light on the Opioid Crisis","year":2018,"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":"McMaster University","funders":"","keywords":"Opioid; Opioid epidemic; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005438009,0.0004757336,0.0008921225,0.001058421,0.007271664,0.01026597,0.001181842,0.01120257,0.03751912],"category_scores_gemma":[0.01578115,0.0002769497,0.000672118,0.000678184,0.01192066,0.01651046,0.006341502,0.02460087,0.005289509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003729954,"about_ca_system_score_gemma":0.01080273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939356,"about_ca_topic_score_gemma":0.02616082,"domain_scores_codex":[0.9966751,0.00145186,0.0001292539,0.0002790328,0.0008121218,0.0006526603],"domain_scores_gemma":[0.9891477,0.004562147,0.000501288,0.0005531156,0.001887334,0.003348482],"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":[0.0001149064,0.00008148296,0.001241333,0.0003208631,0.00002470025,0.0003242221,0.001704992,0.00004691952,0.0002966714,0.1097933,0.7836335,0.1024171],"study_design_scores_gemma":[0.00003939714,0.00006156122,0.001546826,0.001563622,0.00001682163,0.0003723025,0.006905531,0.00006772651,0.0001888327,0.05687196,0.932322,0.00004341375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001096477,0.03101995,0.0001993043,0.9313826,0.02106637,0.000004983232,0.00003659579,0.0000276942,0.01516609],"genre_scores_gemma":[0.06238834,0.04206512,0.0009129793,0.8202718,0.03577038,0.00004602518,0.00006241047,0.0001258336,0.03835707],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03751912,"threshold_uncertainty_score":0.125514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041659698759336,"score_gpt":0.2978176909562792,"score_spread":0.2774010939686859,"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."}}