{"id":"W2109122759","doi":"10.1089/act.2012.18601","title":"Caffeine Clinical Bottom Line: An Evidence-Based Systematic Review by the National Standard Research Collaboration","year":2012,"lang":"en","type":"article","venue":"Alternative and Complementary Therapies","topic":"Coffee research and impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Windsor; Library science; Art history; History; Art; Computer science; Biology","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":[0.007100047,0.0001391738,0.0004141571,0.00008833297,0.0002856996,0.00008136917,0.0001814503,0.00002426064,0.000412768],"category_scores_gemma":[0.0009494367,0.00007954856,0.0000613571,0.0003012785,0.0002525983,0.0005036535,0.0000581064,0.0003218502,0.00001656398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444632,"about_ca_system_score_gemma":0.0002473933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001809745,"about_ca_topic_score_gemma":0.00005679,"domain_scores_codex":[0.9959053,0.001703789,0.0004712365,0.0002049052,0.001349361,0.0003653477],"domain_scores_gemma":[0.9967927,0.001686574,0.0001212772,0.0002406428,0.000889128,0.0002696918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008165788,0.00366554,0.1415184,0.1166424,0.005026909,0.00003161332,0.009221764,0.000002462142,0.007738808,0.006419155,0.6799551,0.02161209],"study_design_scores_gemma":[0.03844461,0.07492247,0.1069217,0.4430046,0.003668727,0.0003251594,0.03700217,0.007199546,0.03184675,0.009891814,0.2436858,0.003086667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897832,0.3310114,0.0003488652,0.07286312,0.0001756865,0.005130745,0.0003605088,0.00004281154,0.0002836209],"genre_scores_gemma":[0.9582655,0.03257371,0.0001994086,0.007962278,0.0004852602,0.0001739615,0.0001588617,0.00001463475,0.0001664182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4362693,"threshold_uncertainty_score":0.4519521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3470807892203739,"score_gpt":0.5514328117029231,"score_spread":0.2043520224825492,"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."}}