{"id":"W3199287667","doi":"10.1097/adm.0000000000000918","title":"First-line Medications for the Outpatient Treatment of Alcohol Use Disorder: A Systematic Review of Perceived Barriers","year":2021,"lang":"en","type":"review","venue":"Journal of Addiction Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Medicine; Alcohol use disorder; Alcohol; Psychiatry; Family medicine","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":[0.0008387924,0.0004339308,0.005871025,0.0003922157,0.0001003481,0.000004508286,0.0001954047,0.00017494,0.0004773722],"category_scores_gemma":[0.002979913,0.0001901092,0.00175227,0.0005722779,0.0002018715,0.00008294884,0.00001225728,0.0002272317,0.000001718562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004314569,"about_ca_system_score_gemma":0.0007198847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001498728,"about_ca_topic_score_gemma":0.00002019346,"domain_scores_codex":[0.9951183,0.0002407091,0.003351136,0.0002064805,0.0008980352,0.0001852964],"domain_scores_gemma":[0.9907774,0.002939392,0.004145155,0.0006938592,0.001199174,0.0002450298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001380397,0.0007244554,0.0002514652,0.9084253,0.01683437,0.00005056678,0.002250084,0.000005160655,7.368891e-7,0.00003942785,0.005114884,0.0661655],"study_design_scores_gemma":[0.003191436,0.002331893,0.00005457432,0.6947807,0.0881421,0.0003259395,0.0007483712,0.00001386439,7.739721e-7,0.000001768365,0.2103155,0.00009311423],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002896784,0.9930367,0.0003375517,0.001721392,0.0006498044,0.004146968,0.00005300768,0.000009422198,0.00001616092],"genre_scores_gemma":[0.0001166056,0.9979321,0.0002402634,0.0001886913,0.0003991047,0.000348941,0.0002181233,0.00004607513,0.0005100811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2136446,"threshold_uncertainty_score":0.7752427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08035904993859223,"score_gpt":0.3753678956128519,"score_spread":0.2950088456742597,"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."}}