{"id":"W2994180106","doi":"10.3390/ijerph16244956","title":"Implications of Cardioprotective Assumptions for National Drinking Guidelines and Alcohol Harm Monitoring Systems","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Curtin University of Technology; National Coronial Information System; National Drug Research Institute; Australian Government","keywords":"Harm; Environmental health; Alcohol; Alcohol consumption; Medicine; Human factors and ergonomics; Relative risk; Injury prevention; Poison control; Psychology; Confidence interval; Social psychology; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3244847,0.001709953,0.003082098,0.002058736,0.001302545,0.006124424,0.007470509,0.00375168,0.002323706],"category_scores_gemma":[0.6245992,0.001352502,0.007418303,0.003060952,0.003644395,0.00685074,0.00386712,0.006317746,0.000430209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006739178,"about_ca_system_score_gemma":0.007779958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03683615,"about_ca_topic_score_gemma":0.01560258,"domain_scores_codex":[0.6977425,0.2507614,0.01705012,0.01440487,0.01738513,0.002655995],"domain_scores_gemma":[0.3773223,0.5503985,0.02727627,0.02527747,0.01843255,0.001293048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008031213,0.0006104614,0.2491905,0.01467524,0.04263325,0.0009732816,0.006705241,0.2520789,0.001692015,0.1635391,0.0271353,0.2327355],"study_design_scores_gemma":[0.00272569,0.002519749,0.1790767,0.01296146,0.0218948,0.0006272559,0.00354322,0.2397749,0.005667063,0.4826962,0.04767316,0.0008396558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2861895,0.03697545,0.470807,0.1400429,0.003933713,0.004612745,0.01444965,0.001886315,0.0411027],"genre_scores_gemma":[0.8638343,0.001988204,0.1101094,0.01821507,0.0004486184,0.002115652,0.002329778,0.0001675872,0.0007914894],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3244847,"threshold_uncertainty_score":0.8330307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3857547999591573,"score_gpt":0.5256589348612155,"score_spread":0.1399041349020582,"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."}}