{"id":"W4250626140","doi":"10.1016/j.puhe.2011.12.003","title":"The People’s Library of Epidemiology","year":2012,"lang":"en","type":"article","venue":"Public Health","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"U.S. Public Health Service; Royal College of Physicians of Edinburgh","keywords":"Epidemiology; George (robot); Library science; Public health; Gerontology; Medicine; History; Classics; Art history; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01025638,0.00149033,0.003081901,0.02803078,0.004339171,0.02015839,0.001197674,0.005269181,0.08739105],"category_scores_gemma":[0.06695813,0.001360071,0.0008538703,0.0342343,0.006307053,0.01727186,0.007388007,0.006762025,0.02860781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004345723,"about_ca_system_score_gemma":0.01877145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005649197,"about_ca_topic_score_gemma":0.00728935,"domain_scores_codex":[0.9902824,0.003868919,0.001673934,0.0005727055,0.003093725,0.0005082898],"domain_scores_gemma":[0.949029,0.02629978,0.004023098,0.007937521,0.008653632,0.00405689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002893084,0.00004963137,0.001221507,0.001524758,0.00004531667,0.0001533979,0.001185572,0.00003900309,0.00006179357,0.07227356,0.8048043,0.1186123],"study_design_scores_gemma":[0.000007347121,0.000007614194,0.001052902,0.001503325,0.00002228739,0.0001789436,0.0004858327,0.00002387738,0.00004001024,0.0177197,0.9789429,0.00001526473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001688563,0.3679396,0.005874963,0.1988772,0.05635533,0.0001168827,0.008585561,0.001052545,0.3595094],"genre_scores_gemma":[0.03411243,0.5318545,0.007285798,0.05123531,0.08675448,0.0005051287,0.004288491,0.00106034,0.2829036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956608,"threshold_uncertainty_score":0.2923522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323588502312771,"score_gpt":0.4186171147998733,"score_spread":0.1862582645685963,"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."}}