{"id":"W4213220801","doi":"10.26226/morressier.5d1a035757558b317a13f5c4","title":"PATHWAY TO PSYCHIATRIC CARE IN PATIENTS WITH ALCOHOL USE DISORDER AT A GENERAL HOSPITAL PSYCHIATRY UNIT IN INDIA","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Unit (ring theory); Medicine; Psychiatric hospital; General hospital; Psychology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003032627,0.0001440891,0.0002626599,0.001245903,0.0006160405,0.0008161379,0.0005947579,0.000445826,0.00381396],"category_scores_gemma":[0.002313094,0.0001432724,0.0004242444,0.001726493,0.000175762,0.000520966,0.0006202101,0.0005731198,0.0003053847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146285,"about_ca_system_score_gemma":0.004743387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190411,"about_ca_topic_score_gemma":0.03081435,"domain_scores_codex":[0.9995828,0.0001425617,0.0001177595,0.00004043689,0.00005764114,0.00005882635],"domain_scores_gemma":[0.9990225,0.0002826809,0.0003877597,0.00001687356,0.0001510776,0.0001390698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006357649,0.000477285,0.2498568,0.1098962,0.001323841,0.03925259,0.003887346,0.0005146536,0.001545713,0.001987699,0.04806565,0.5425564],"study_design_scores_gemma":[0.0003568507,0.001071558,0.6101075,0.08412553,0.003185752,0.07458689,0.02258725,0.0005454786,0.001119181,0.002123754,0.2000183,0.0001720172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1289079,0.8336806,0.000377703,0.01383879,0.0004856464,0.0003485392,0.002378793,0.00006213321,0.01991994],"genre_scores_gemma":[0.5356658,0.4523673,0.002009522,0.00505556,0.0004811891,0.0002565004,0.002234011,0.0000150427,0.001915175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01190411,"threshold_uncertainty_score":0.02366966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009894212214819982,"score_gpt":0.2486726291349777,"score_spread":0.2387784169201577,"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."}}