{"id":"W4200388286","doi":"10.1111/dar.13384","title":"Abstracts","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Drug and Alcohol Research Centre; National Drug Law Enforcement Research Fund; National Health and Medical Research Council; National Institutes of Health; Foundation for Alcohol Research and Education; National Drug Research Institute; Universitat Autònoma de Barcelona; NSW Ministry of Health; Systembolaget; Universitat de Barcelona; Simon Fraser University; Department of Health, State Government of Victoria; Dartmouth College; Queensland Government; Institut National de la Santé et de la Recherche Médicale; New South Wales Government; University of the Sunshine Coast; Cancer Council Victoria; University of New South Wales; Medical Research Council; Mental Health Commission; Public Health England; Alcohol Research UK; Queensland Health; Northern Territory Primary Health Network; Indivior; Australian Government; Raine Medical Research Foundation; Royal College of Surgeons in Ireland; Alcohol and Drug Foundation; U.S. Department of Justice; Healthway; Cancer Research UK; U.S. Department of Health and Human Services","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004581517,0.0001221601,0.0004102809,0.00002045706,0.00004250383,0.00001512384,0.00004299025,0.00003270982,0.0004071547],"category_scores_gemma":[0.000224952,0.00009560992,0.00007824266,0.0001751189,0.00003246906,0.00004885161,0.00004141225,0.0001735068,0.0005011025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246618,"about_ca_system_score_gemma":0.00008565679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000830895,"about_ca_topic_score_gemma":0.000006109922,"domain_scores_codex":[0.9990256,0.00007824644,0.0002810518,0.0002498145,0.0001830114,0.0001822727],"domain_scores_gemma":[0.9992778,0.00005945826,0.0000569906,0.0003208189,0.000085063,0.0001998635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004276062,0.0001736684,0.002091774,0.009465606,0.00008045087,0.0007795913,0.000588573,2.718212e-7,0.001229738,0.0003446274,0.07515664,0.9100848],"study_design_scores_gemma":[0.0006905687,0.00002643829,0.01174366,0.008477471,0.0003499587,0.0005231341,0.0005356647,0.000005897507,0.001822852,0.0001190889,0.9755068,0.0001984246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1403233,0.7438279,0.000009360068,0.01747465,0.0001744651,0.0004877748,0.00001315573,0.00009466905,0.09759475],"genre_scores_gemma":[0.4098433,0.5534572,0.0006614652,0.01302037,0.0002608635,0.00002593999,0.00008893626,0.00003475485,0.02260716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9098864,"threshold_uncertainty_score":0.6440826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708802796290727,"score_gpt":0.3806053213479146,"score_spread":0.309725041718842,"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."}}