{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002924592,0.001585215,0.003977947,0.0007797866,0.001026739,0.001486896,0.001551277,0.003339326,0.01771455],"category_scores_gemma":[0.006708507,0.000920254,0.002104242,0.0005765026,0.001606346,0.001521255,0.0009121781,0.00360366,0.001670051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082924,"about_ca_system_score_gemma":0.001976289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592385,"about_ca_topic_score_gemma":0.004232703,"domain_scores_codex":[0.9972357,0.001547098,0.0002028954,0.0005274586,0.0001727465,0.000314141],"domain_scores_gemma":[0.9966795,0.001254783,0.0007853049,0.0002504443,0.0001933455,0.000836645],"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":[0.9767131,0.01113495,0.0003858862,0.0007785735,0.000756369,0.00002376626,0.00005628842,0.00007488918,0.0002706982,0.00006920907,0.0006247783,0.009111496],"study_design_scores_gemma":[0.9670528,0.03093432,0.0011554,0.00006115216,0.0003285017,0.00000938213,0.00002436135,0.000110577,0.00005774876,0.00006127494,0.0001977781,0.000006780638],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728799,0.00558896,0.0008311833,0.001580147,0.00224091,0.01207285,0.001325054,0.0003841009,0.003096909],"genre_scores_gemma":[0.9691554,0.002333005,0.002663254,0.001457347,0.0007774948,0.01920357,0.0006856252,0.00002251237,0.003701689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01771455,"threshold_uncertainty_score":0.05926108,"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."}}