{"id":"W3025376852","doi":"10.2196/19081","title":"The Kaiser Permanente Northern California Adult Alcohol Registry, an Electronic Health Records-Based Registry of Patients With Alcohol Problems: Development and Implementation","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Alcohol use disorder; Disease registry; Population; Health care; Alcohol abuse; Cohort; Specialty; Family medicine; Disease; Environmental health; Psychiatry; Alcohol","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":[0.04929008,0.0009335882,0.001235186,0.005449505,0.001892386,0.003122614,0.004310005,0.0007441952,0.004824797],"category_scores_gemma":[0.05573921,0.001399236,0.001078982,0.006434739,0.0008017505,0.004226088,0.004006258,0.002295985,0.002256331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003428157,"about_ca_system_score_gemma":0.03509931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03991183,"about_ca_topic_score_gemma":0.06811779,"domain_scores_codex":[0.9645951,0.01331697,0.009897739,0.004119618,0.007189759,0.0008807745],"domain_scores_gemma":[0.9155319,0.01086196,0.01652301,0.01387867,0.03808511,0.005119258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250684,0.001761508,0.4251578,0.003183152,0.0005930118,0.0004198061,0.004509246,0.001965758,0.001160759,0.006546594,0.2374539,0.3159977],"study_design_scores_gemma":[0.001713565,0.00117604,0.7498283,0.002789883,0.0005236904,0.0005753287,0.003817626,0.006018951,0.001502466,0.001072558,0.2306989,0.0002826965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2055852,0.004436963,0.1423616,0.01134743,0.001193216,0.2710028,0.3088159,0.006717371,0.0485396],"genre_scores_gemma":[0.1922089,0.005062855,0.3443643,0.002232511,0.0009474082,0.1832091,0.2646087,0.0007049711,0.006661284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04929008,"threshold_uncertainty_score":0.2606739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181008180514132,"score_gpt":0.3014036902268054,"score_spread":0.2833028721753922,"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."}}