{"id":"W6939573145","doi":"10.6084/m9.figshare.22611595.v1","title":"Additional file 3 of Which interventions for alcohol use should be included in a universal healthcare benefit package? An umbrella review of targeted interventions to address harmful drinking and dependence","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Health care; Intervention (counseling); MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004671748,0.001146549,0.002178621,0.003722147,0.0008759913,0.00151876,0.002047167,0.001923387,0.8930075],"category_scores_gemma":[0.0831014,0.0008329457,0.002347868,0.005957673,0.0003277236,0.003040713,0.001460111,0.001297954,0.1146516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264442,"about_ca_system_score_gemma":0.003533189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543217,"about_ca_topic_score_gemma":0.02332104,"domain_scores_codex":[0.9974342,0.0007664191,0.0006385298,0.000322238,0.0005565838,0.0002820894],"domain_scores_gemma":[0.9255363,0.05701595,0.005233515,0.001718417,0.009489034,0.001006816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009324068,0.00008189141,0.0008374859,0.02129622,0.0001405766,0.00002522658,0.00006774588,0.0002498072,0.00003729086,0.001587804,0.9635468,0.01119681],"study_design_scores_gemma":[0.03126966,0.000694449,0.03779228,0.05355866,0.001183404,0.0002730398,0.0007079432,0.00145128,0.0004427898,0.01358688,0.8588319,0.0002076842],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0001292154,0.0001181569,0.0001511161,0.0003672572,0.00007004933,0.0005514658,0.9953276,0.000128498,0.003156609],"genre_scores_gemma":[0.0166754,0.001830599,0.00697267,0.005158307,0.0006340208,0.02936636,0.8890287,0.001038026,0.04929592],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8930075,"threshold_uncertainty_score":0.1526117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841223187176623,"score_gpt":0.4171876377198091,"score_spread":0.1330653190021468,"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."}}