{"id":"W4296119442","doi":"10.1177/17579139221093163","title":"It’s time to change how we talk about alcohol","year":2022,"lang":"en","type":"article","venue":"Perspectives in Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol; Medicine; Biology","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":[0.01410134,0.001263103,0.001452631,0.001872975,0.009361141,0.01360466,0.002034594,0.01411763,0.01656264],"category_scores_gemma":[0.03993425,0.0007744395,0.001682829,0.001123775,0.02409378,0.02211113,0.006538348,0.04914819,0.005089568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006100863,"about_ca_system_score_gemma":0.008019368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470265,"about_ca_topic_score_gemma":0.01845945,"domain_scores_codex":[0.9860424,0.009051458,0.000417991,0.0007100932,0.002143118,0.001634937],"domain_scores_gemma":[0.9637843,0.01557705,0.00188823,0.00108435,0.007795782,0.009870222],"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":[0.0003092844,0.0004150987,0.005457999,0.001146801,0.0004183987,0.0009304614,0.08218852,0.0001241843,0.001885183,0.07971751,0.7396666,0.08773996],"study_design_scores_gemma":[0.00006260544,0.00009867043,0.002699238,0.001357532,0.0001202824,0.0004696282,0.08222542,0.00004420877,0.0002633739,0.05272261,0.8598266,0.0001098771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001474277,0.009139625,0.0006130685,0.9556974,0.02859049,0.000005247189,0.0000218408,0.00002722703,0.004430807],"genre_scores_gemma":[0.04466758,0.01295945,0.001292328,0.8987638,0.02827037,0.00006935484,0.00005922047,0.000201666,0.01371625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01656264,"threshold_uncertainty_score":0.0745759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2329884414749539,"score_gpt":0.4264023496485338,"score_spread":0.1934139081735799,"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."}}