{"id":"W2019157716","doi":"10.1097/01.ede.0000071469.28460.a0","title":"Computer Programs for Epidemiologists–PEPI Version 4.0","year":2003,"lang":"en","type":"article","venue":"Epidemiology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Calculator; IBM; Personal computer; History of computing; Salt lake; Software; Syntax; World Wide Web; Programming language; Artificial intelligence; Operating system; Algorithm","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":[0.006892451,0.002675968,0.002603529,0.003649082,0.0004481936,0.002851352,0.002566109,0.001589286,0.2199126],"category_scores_gemma":[0.01850161,0.003004939,0.00132492,0.00362574,0.001008487,0.004650018,0.00249863,0.005737178,0.2296699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614113,"about_ca_system_score_gemma":0.002466251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318429,"about_ca_topic_score_gemma":0.0008581635,"domain_scores_codex":[0.9969712,0.001114527,0.0005580814,0.000312705,0.0008430179,0.0002004265],"domain_scores_gemma":[0.9896553,0.005936373,0.0008659253,0.001094197,0.001874232,0.0005739842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002591684,0.00009334041,0.0003949763,0.001140624,0.00005222358,0.00006370485,0.00009807313,0.0005077851,0.0008308882,0.001778254,0.8304799,0.1643009],"study_design_scores_gemma":[0.0001733134,0.0001141072,0.002906429,0.0009228903,0.00003907564,0.000594261,0.00007468837,0.0009809323,0.001255573,0.008745595,0.9841151,0.00007806505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003921442,0.05852202,0.354036,0.0160661,0.007795838,0.009148679,0.1283039,0.2218909,0.200315],"genre_scores_gemma":[0.01228768,0.03610595,0.5244228,0.009273223,0.002603673,0.02106995,0.08541645,0.04883242,0.2599878],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2199126,"threshold_uncertainty_score":0.7356809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4715275746660901,"score_gpt":0.5405868641004171,"score_spread":0.06905928943432704,"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."}}