{"id":"W4210434611","doi":"10.1017/s1368980022000271","title":"Coffee and caffeine intake in relation to symptoms of psychological disorders among adults","year":2022,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Coffee research and impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Medical Research Development; Isfahan University of Medical Sciences","keywords":"Depression (economics); Caffeine; Consumption (sociology); Cross-sectional study; Feeding behavior","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":[],"consensus_categories":[],"category_scores_codex":[0.0008945359,0.00006950142,0.0002090683,0.0004446479,0.00008620383,0.000009565379,0.00004678667,0.00003997677,0.0001434379],"category_scores_gemma":[0.0004705099,0.00006699951,0.00002554436,0.0007076052,0.00004329144,0.0001156543,0.00005220152,0.0002866994,0.000002043992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002743025,"about_ca_system_score_gemma":0.0001113238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000527739,"about_ca_topic_score_gemma":0.0002676776,"domain_scores_codex":[0.9985722,0.000218209,0.0002973847,0.0002110848,0.000349046,0.0003520647],"domain_scores_gemma":[0.9992143,0.00007783624,0.00006764292,0.0001354119,0.00004987888,0.0004549302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001885015,0.004150493,0.5342145,0.001312768,0.00001735251,0.00001201082,0.002735078,0.000006848044,0.0003825668,0.000778902,0.009868481,0.444636],"study_design_scores_gemma":[0.003502301,0.004401212,0.9826887,0.0001471946,0.000001509649,0.00001732622,0.0004888065,0.0003875616,0.000004745296,0.0001966729,0.008108885,0.00005514746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417475,0.0004350373,0.00008267525,0.05614027,0.00004835052,0.001212834,0.00002254023,0.00002601486,0.000284794],"genre_scores_gemma":[0.9981021,0.0003744507,0.0001313502,0.0009574878,0.00003909876,0.0002133641,0.0001513846,0.000008434634,0.00002232036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4484742,"threshold_uncertainty_score":0.2732161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178578749523489,"score_gpt":0.3650173576361106,"score_spread":0.3232315701408757,"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."}}