{"id":"W7134244308","doi":"10.26181/14498352.v1","title":"What can primary care services do to help First Nations people with unhealthy alcohol use? A systematic review: Australia, New Zealand, USA and Canada","year":2020,"lang":"","type":"article","venue":"La Trobe University","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Brief intervention; Population; Primary care; Psychological intervention; Public health; Alcohol use disorder; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006944656,0.0004251509,0.001177789,0.0001301754,0.0005165226,0.0001222723,0.0002625654,0.0001078292,0.0001451939],"category_scores_gemma":[0.00004187441,0.0003686016,0.00009773712,0.0008542016,0.00004186608,0.0006173683,0.00009862333,0.0002254573,0.00002089446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442565,"about_ca_system_score_gemma":0.001318961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6445845,"about_ca_topic_score_gemma":0.9959747,"domain_scores_codex":[0.9979107,0.0001673967,0.0003340495,0.0005860772,0.0005354069,0.0004663253],"domain_scores_gemma":[0.997574,0.0004208261,0.000244309,0.0004365871,0.0002107164,0.001113508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004169189,0.00004316771,0.7667444,0.1780403,0.0005531124,0.0006758554,0.04804661,0.00003357012,0.000001644059,0.0000452227,0.005379005,0.00002022899],"study_design_scores_gemma":[0.01608561,0.001239092,0.4152632,0.3616118,0.01457366,0.000132275,0.1537886,0.00002209909,0.00002439166,0.000001018302,0.03577404,0.001484133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536332,0.02096223,0.000006679673,0.02090156,0.0002318987,0.00392028,0.0001490525,0.00005027705,0.0001448516],"genre_scores_gemma":[0.9440067,0.03763008,0.0001997277,0.006061376,0.00008323562,0.000006529965,0.0002143624,0.00003214831,0.01176589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3514811,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170592404696653,"score_gpt":0.2239503645850706,"score_spread":0.2068911241154053,"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."}}