{"id":"W4303644398","doi":"10.1111/add.16064","title":"Using recovery management checkups for primary care to improve linkage to alcohol and other drug use treatment: a randomized controlled trial three month findings","year":2022,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Institute on Alcohol Abuse and Alcoholism; Australian Government","keywords":"Medicine; Brief intervention; Abstinence; Randomized controlled trial; Odds ratio; Primary care; Referral; Alcohol use disorder; Emergency medicine; Alcohol; Internal medicine; Family medicine; Psychiatry","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":[0.0003261063,0.0002332762,0.0009513919,0.0002577606,0.0002557037,0.00004298906,0.00004156119,0.00004439449,0.00007432015],"category_scores_gemma":[0.00006243492,0.0001748403,0.0003835778,0.0001585407,0.00001536471,0.0001128275,0.0000413211,0.00006436159,0.000004349087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008618188,"about_ca_system_score_gemma":0.00004119784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298135,"about_ca_topic_score_gemma":0.00009800871,"domain_scores_codex":[0.9986927,0.00007702922,0.0003679622,0.000383885,0.000236041,0.0002424082],"domain_scores_gemma":[0.9991768,0.0003237566,0.0001075042,0.0002362605,0.00004216642,0.0001134864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9791709,0.0001937628,0.001364151,0.00002355265,0.001501338,0.00001907542,0.003059011,0.00009212318,0.0005348314,0.00003418382,0.0003436546,0.01366342],"study_design_scores_gemma":[0.9901258,0.001390136,0.0005194682,0.00007645674,0.002703575,0.000003930373,0.000927193,0.0003115106,0.0003948746,0.00003071883,0.00334219,0.0001741047],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780861,0.0006334397,0.0006773691,0.000199474,0.000718832,0.01898685,0.00006519281,0.00008942567,0.0005432719],"genre_scores_gemma":[0.9623015,0.0001583008,0.007599415,0.002032965,0.0004775432,0.01599667,0.0002634845,0.0001039499,0.01106615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01578462,"threshold_uncertainty_score":0.712978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846232427483274,"score_gpt":0.2824227534106256,"score_spread":0.2539604291357929,"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."}}