{"id":"W4402531558","doi":"10.1007/s11357-024-01332-8","title":"Coffee consumption, cancer, and healthy aging: epidemiological evidence and underlying mechanisms","year":2024,"lang":"en","type":"review","venue":"GeroScience","topic":"Coffee research and impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Epidemiology; Consumption (sociology); Environmental health; Medicine; Pathology; Sociology; Social science","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":[0.0009768002,0.001078272,0.00266551,0.002439457,0.0003088591,0.001498617,0.000897085,0.001298775,0.004399956],"category_scores_gemma":[0.001820363,0.0003149477,0.001460594,0.003856037,0.0005506103,0.0009035355,0.0008618154,0.001375807,0.0007462234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091415,"about_ca_system_score_gemma":0.001764374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053959,"about_ca_topic_score_gemma":0.00786532,"domain_scores_codex":[0.9996829,0.00007166623,0.00005538777,0.00006978151,0.00009255275,0.00002768489],"domain_scores_gemma":[0.999252,0.0004433221,0.0001379455,0.00001899489,0.0001095397,0.00003808564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004267333,0.0001005896,0.001625019,0.1208629,0.002074619,0.0001958416,0.0001206052,0.0004140986,0.001027114,0.002742246,0.0176396,0.8527707],"study_design_scores_gemma":[0.0001756597,0.0003331885,0.01673854,0.05275557,0.009230682,0.001479452,0.0004768612,0.000263377,0.0006128721,0.006268136,0.9115585,0.0001072437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006966034,0.9995881,0.00001879926,0.0001187927,0.00005401023,0.000001367239,0.00002222466,0.000001506859,0.0001255694],"genre_scores_gemma":[0.0005917625,0.9991295,0.00003731508,0.0000800653,0.00007854126,0.000002067233,0.00001781094,3.442721e-7,0.00006270975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004399956,"threshold_uncertainty_score":0.01471931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6239506673096805,"score_gpt":0.571317634581209,"score_spread":0.05263303272847153,"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."}}