{"id":"W1928756681","doi":"10.1093/pch/12.10.837","title":"Medicine encompasses both art and science: Evidence-based guidelines are no exception","year":2007,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Evidence-based medicine; Health care; Scientific evidence; Medicine; Anecdote; Evidence-based practice; Alternative medicine; Psychology; Medical education; Epistemology; Law; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578604,0.0001717965,0.0003450809,0.0005392765,0.0004665034,0.00002408897,0.00009538113,0.00006225062,0.000120844],"category_scores_gemma":[0.00120466,0.0001270619,0.00004970887,0.0008797374,0.0002918718,0.0002237879,0.00004600528,0.0002748961,0.00008947002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044167,"about_ca_system_score_gemma":0.0004889578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005353218,"about_ca_topic_score_gemma":0.0001136099,"domain_scores_codex":[0.997897,0.00002882731,0.0005784748,0.0003709507,0.0006582878,0.0004664505],"domain_scores_gemma":[0.9981536,0.0002136775,0.0002682591,0.0002448479,0.0005482266,0.0005714414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004580131,0.0005077473,0.7505149,0.002228366,0.00003083048,0.00008777605,0.0005116334,0.00003397358,0.002144181,0.002743188,0.1569548,0.08378465],"study_design_scores_gemma":[0.001609141,0.001209482,0.8901752,0.001597198,0.00007212219,0.0002046679,0.0001352087,0.0002036343,0.0002601934,0.0004533759,0.1038461,0.0002336231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6554307,0.05513598,0.04251297,0.22457,0.005699718,0.002497914,0.00004821393,0.0007619318,0.01334258],"genre_scores_gemma":[0.9619061,0.01151115,0.002724907,0.01933877,0.003935205,0.00001084588,0.00002255673,0.00002276687,0.0005276778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3064755,"threshold_uncertainty_score":0.5181432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233494869088616,"score_gpt":0.378136860635645,"score_spread":0.3158019119447588,"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."}}