{"id":"W4394100773","doi":"10.6084/m9.figshare.22611598","title":"Additional file 4 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":"dataset","venue":"Open MIND","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Health care; Internet privacy; Psychology; Medicine; Business; Nursing; Computer science; Political science; Law","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":[0.003133759,0.001313411,0.001964873,0.002765736,0.0007573034,0.001684272,0.002551893,0.002075687,0.4154682],"category_scores_gemma":[0.0370222,0.0008269921,0.002830094,0.005002458,0.0003745265,0.001563558,0.001712027,0.001762712,0.05470156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700523,"about_ca_system_score_gemma":0.004222201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04418476,"about_ca_topic_score_gemma":0.07055663,"domain_scores_codex":[0.9976401,0.0005767846,0.0005667533,0.0004927458,0.0004387686,0.0002847649],"domain_scores_gemma":[0.9784484,0.01258111,0.003143179,0.001229572,0.003990087,0.0006075234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003873547,0.00005422157,0.002578235,0.006562648,0.0002003471,0.00001813459,0.00003400881,0.0003541181,0.00004016078,0.0007694865,0.9857798,0.003221519],"study_design_scores_gemma":[0.01603888,0.0003370087,0.04917333,0.01389833,0.001182633,0.0001820057,0.0003662541,0.001348853,0.00045791,0.004865886,0.9120162,0.0001327636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006980222,0.00004512353,0.0000325707,0.00007013064,0.00001086413,0.00005013747,0.9992704,0.00002581772,0.0004252169],"genre_scores_gemma":[0.002992265,0.0002207424,0.0008061468,0.0005119557,0.00005476339,0.001903046,0.9897797,0.00009447622,0.003637051],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4154682,"threshold_uncertainty_score":0.8337637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4998753706774527,"score_gpt":0.5266762228079572,"score_spread":0.02680085213050454,"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."}}