{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004268271,0.0002461927,0.0002967352,0.0006504011,0.0003036996,0.0004052487,0.0001868182,0.000327803,0.001270373],"category_scores_gemma":[0.001744124,0.0002471101,0.0004351219,0.000889192,0.0001547704,0.00025392,0.0002783322,0.0003657854,0.0001038164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644953,"about_ca_system_score_gemma":0.0001659987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340337,"about_ca_topic_score_gemma":0.006704222,"domain_scores_codex":[0.9997097,0.00006656402,0.00004724122,0.00006188989,0.00007224023,0.00004249543],"domain_scores_gemma":[0.9987561,0.0001298728,0.0008453453,0.00003601111,0.0001001773,0.0001325561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002304025,0.00005653596,0.9976846,0.00005550753,0.0001197624,0.00004561503,0.00007577406,0.00001243453,0.0002804548,0.000004975328,0.00005583526,0.001378193],"study_design_scores_gemma":[0.000002936603,0.0000735441,0.9997173,0.000006588795,0.00002776442,0.00005798391,0.00003503355,0.00001639107,0.00001337308,0.000004207024,0.00004374794,0.000001063274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978395,0.001551655,0.00002280595,0.00004974684,0.000009313803,0.00001229621,0.0002321956,0.000002114909,0.0002803427],"genre_scores_gemma":[0.9992168,0.000389636,0.00008058787,0.00002887387,0.00001833196,0.000007037554,0.0001474568,8.176355e-7,0.0001105926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003340337,"threshold_uncertainty_score":0.006641805,"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."}}