{"id":"W4381594769","doi":"10.37506/ijphrd.v14i3.19347","title":"Prevalence of Alcohol use among the Indian Population and its Impact on Public Health","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Public Health Research & Development","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International","funders":"","keywords":"Environmental health; Public health; Alcohol; Population; Medicine; Geography; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03670582,0.0002123587,0.0005936308,0.002635636,0.0007973242,0.000170067,0.0003293829,0.0001378934,0.0001244515],"category_scores_gemma":[0.004806033,0.0001375367,0.0001001362,0.001886045,0.0001873788,0.0005885095,0.0001194009,0.001522852,0.00005262124],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786764,"about_ca_system_score_gemma":0.01519467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846341,"about_ca_topic_score_gemma":0.00011972,"domain_scores_codex":[0.9916954,0.002503995,0.001501498,0.000306549,0.002381985,0.001610562],"domain_scores_gemma":[0.9933595,0.001180659,0.000966767,0.0003366167,0.001182576,0.002973856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228079,0.0002413357,0.8192715,0.002993947,0.0001479184,0.0001522729,0.0208121,0.000004568028,0.00001346104,0.0002664039,0.006064184,0.1499095],"study_design_scores_gemma":[0.001199674,0.00137617,0.9903967,0.001075519,0.000002590473,0.0002218824,0.0008419822,0.00004461974,0.00001679953,0.00002651991,0.004706978,0.00009053551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131461,0.0008956094,0.00001295921,0.08423129,0.0001631287,0.001485548,0.00001640668,0.00002681716,0.00002211958],"genre_scores_gemma":[0.9933665,0.004057781,0.0001983838,0.001910858,0.000141665,0.00002387793,0.00002831174,0.00003202802,0.0002405535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711252,"threshold_uncertainty_score":0.9919141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4732376065881432,"score_gpt":0.5257541382285377,"score_spread":0.05251653164039444,"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."}}