{"id":"W4387707115","doi":"10.1111/acer.15172","title":"A randomized controlled trial of recovery management checkups for primary care patients: Twelve‐month results","year":2023,"lang":"en","type":"article","venue":"Alcohol Clinical and Experimental Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Brief intervention; Abstinence; Randomized controlled trial; Primary care; Motivational interviewing; Referral; Family medicine; Substance use; Odds ratio; Substance abuse; Psychiatry; Internal 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":[0.003928393,0.000195051,0.001708594,0.0002574234,0.0001423747,0.0000243591,0.0001231755,0.0001453625,0.000028415],"category_scores_gemma":[0.001549963,0.0001258127,0.0008172942,0.0003044943,0.0004953691,0.00008003417,0.0001615583,0.0002048591,0.00003467518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000917728,"about_ca_system_score_gemma":0.00007854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150581,"about_ca_topic_score_gemma":0.000003101085,"domain_scores_codex":[0.9964833,0.0004365818,0.001289258,0.0005124944,0.000821693,0.0004567311],"domain_scores_gemma":[0.9944385,0.004561382,0.000164285,0.0003602734,0.0002722536,0.0002032712],"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":[0.9849286,0.001170092,0.002487135,0.0001012325,0.0009375481,0.00002235301,0.0007484994,2.739865e-7,0.00005581324,0.0001195023,0.002312601,0.007116317],"study_design_scores_gemma":[0.9880603,0.004076382,0.002457603,0.0002042616,0.0002319188,3.153184e-7,0.002888558,0.00002375839,0.001255477,0.0001688809,0.0005166819,0.0001158634],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737542,0.001485213,0.000001175644,0.0003191601,0.0004437318,0.01165977,0.00001961664,0.00005324075,0.01226394],"genre_scores_gemma":[0.9877269,0.002922155,0.0003325481,0.0001429391,0.0002284932,0.002755076,0.0004210135,0.00002865527,0.005442219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397275,"threshold_uncertainty_score":0.5130492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526947868688904,"score_gpt":0.4748306496851795,"score_spread":0.3221358628162891,"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."}}