{"id":"W4296520339","doi":"10.1136/bmjopen-2021-059898","title":"Amphetamine-related care in the USA, 2003–2014: cross-sectional analyses examining inpatient trends and factors associated with hospitalisation outcomes","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; British Columbia Centre on Substance Use; St. Paul's Hospital; Centre for Advancing Health Outcomes; NOSM University; International Collaboration On Repair Discoveries; University of British Columbia","funders":"National Institute on Drug Abuse; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Cross-sectional study; Family medicine; Inpatient care; Health care; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001351653,0.0002498699,0.0003742278,0.001404204,0.0004049437,0.0006858628,0.0006145765,0.0004924407,0.0008632965],"category_scores_gemma":[0.003096313,0.0004050759,0.0008429503,0.002166428,0.0002695827,0.000624309,0.0009288767,0.0008659253,0.000207489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982846,"about_ca_system_score_gemma":0.0009057581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03383743,"about_ca_topic_score_gemma":0.06075929,"domain_scores_codex":[0.9991073,0.0002149674,0.0001997103,0.0001755825,0.0001668799,0.0001355489],"domain_scores_gemma":[0.9968904,0.0003416911,0.001834441,0.0001456028,0.0004803292,0.0003075855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005768489,0.0000412912,0.9987447,0.00002105074,0.000106107,0.00001674072,0.0000602148,0.00003156229,0.0000636546,0.000008888284,0.0002190208,0.0006290106],"study_design_scores_gemma":[0.000002825021,0.00003685831,0.9995053,0.000009646505,0.00002971724,0.00005234218,0.0001337933,0.00008284111,0.00002138402,0.000004861181,0.0001183219,0.000002091518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950719,0.0004332351,0.0001322262,0.0000844413,0.000009537726,0.00004159668,0.003748724,0.000009570675,0.0004688444],"genre_scores_gemma":[0.9937304,0.0005030779,0.0003411889,0.0001341658,0.00002344511,0.00009234413,0.004904056,0.000006143433,0.0002651605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383743,"threshold_uncertainty_score":0.06728095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130227833630207,"score_gpt":0.4211578432266381,"score_spread":0.290930009596431,"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."}}