{"id":"W2521395665","doi":"10.1016/s0140-6736(16)31573-2","title":"How the paediatric workforce can address the opioid crisis","year":2016,"lang":"en","type":"article","venue":"The Lancet","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Substance abuse; Medical prescription; Psychiatry; Heroin; Public health; Family medicine; Mental health; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002657976,0.0001547483,0.0002582692,0.00002072904,0.0002088347,0.00005918292,0.0004914426,0.00004348385,0.00007574008],"category_scores_gemma":[0.0001128151,0.00004349507,0.0001010126,0.0002160767,0.0001146603,0.0000332295,0.0000907301,0.0001626447,0.00009500513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005740719,"about_ca_system_score_gemma":0.0000627893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129535,"about_ca_topic_score_gemma":0.00006470303,"domain_scores_codex":[0.998946,0.0001076735,0.0001098042,0.0001799958,0.0002859131,0.0003706162],"domain_scores_gemma":[0.9982399,0.0003269749,0.00007040204,0.001263881,0.00004447894,0.00005431867],"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":[0.0003839317,0.000166827,0.07212521,0.00006770224,0.0003892009,0.00002738654,0.007793018,0.000004418672,0.0003834121,0.005120846,0.8288092,0.08472884],"study_design_scores_gemma":[0.004626021,0.0002237057,0.1858503,0.0001425628,0.0006232174,0.0000439489,0.004690284,0.0000194566,0.001700211,0.003114343,0.7987119,0.0002540096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3142784,0.006370276,0.00005208733,0.6734391,0.0003956034,0.0008662329,0.00009876837,0.000120489,0.004378998],"genre_scores_gemma":[0.9845493,0.002108777,0.00003964781,0.006064641,0.001883974,0.0001427379,0.000008136934,0.00002624281,0.005176568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6702709,"threshold_uncertainty_score":0.1773678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337765448328908,"score_gpt":0.2754383264273235,"score_spread":0.2420606719440344,"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."}}