{"id":"W3016165001","doi":"10.1111/adb.12903","title":"The future of translational research on alcohol use disorder","year":2020,"lang":"en","type":"article","venue":"Addiction Biology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Translational research; Alcohol use disorder; Translational science; Knowledge translation; Medicine; Alternative medicine; Dissemination; Engineering ethics; Psychology; Political science; Engineering; Computer science; Knowledge management; Pathology","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":[0.1715595,0.001161761,0.003791022,0.005615018,0.004041216,0.01167723,0.003261572,0.01124002,0.01299689],"category_scores_gemma":[0.1598504,0.0007661559,0.003044099,0.004868016,0.01668078,0.02152122,0.007931316,0.01961757,0.002545787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025824,"about_ca_system_score_gemma":0.04335144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005819915,"about_ca_topic_score_gemma":0.006608815,"domain_scores_codex":[0.9358843,0.05120185,0.003455362,0.002836976,0.00449438,0.002127218],"domain_scores_gemma":[0.6145979,0.3240844,0.006687937,0.01322995,0.02840879,0.01299101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006519137,0.0005022971,0.003495093,0.01760857,0.0005252946,0.0003322417,0.002475236,0.0007665299,0.0008766979,0.2486504,0.1267456,0.5973703],"study_design_scores_gemma":[0.000294719,0.0009702772,0.004469645,0.03348869,0.0004147031,0.000350638,0.004292867,0.001003233,0.0004491007,0.4274887,0.526607,0.0001703696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007407799,0.5163994,0.004576053,0.4621528,0.01113249,0.0001000227,0.0002229032,0.0001048886,0.00457061],"genre_scores_gemma":[0.03829214,0.7147245,0.02795095,0.1824449,0.03371352,0.0006803275,0.0005877012,0.000102331,0.001503621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1715595,"threshold_uncertainty_score":0.9073043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2721309871830097,"score_gpt":0.516963480870829,"score_spread":0.2448324936878193,"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."}}