{"id":"W2134851297","doi":"10.1136/ebm.7.2.60","title":"Children infected with meningitis before 1 year of age were at increased risk for disability at 5 years of age","year":2002,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Pediatrics; Medicine; Meningitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003933856,0.0003112199,0.0007881428,0.001083058,0.0006039727,0.0006335407,0.0002627,0.001732618,0.01428056],"category_scores_gemma":[0.002751555,0.0004988974,0.0009100921,0.001612368,0.0001945605,0.0008617222,0.0004775098,0.001675461,0.001235891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920063,"about_ca_system_score_gemma":0.0006069017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090894,"about_ca_topic_score_gemma":0.03430471,"domain_scores_codex":[0.9997019,0.00006556492,0.0000338649,0.00003295246,0.00005371182,0.0001118851],"domain_scores_gemma":[0.9989204,0.0001469008,0.0005405269,0.00002903953,0.0001460799,0.0002170006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001258526,0.00008390028,0.9150673,0.0006615531,0.0002843211,0.002308749,0.0005787553,0.00008734821,0.0006019137,0.000288489,0.03994843,0.03883087],"study_design_scores_gemma":[0.00008890412,0.0001560749,0.9952652,0.0002696481,0.0001208731,0.001331256,0.0002011196,0.00003753543,0.00003143404,0.00009007442,0.002390386,0.00001757743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839415,0.04234162,0.0004391033,0.02195675,0.001922532,0.0001417371,0.03208664,0.0000958772,0.01707415],"genre_scores_gemma":[0.933598,0.03745314,0.0005591617,0.00337019,0.002185045,0.0002441602,0.01309347,0.00002433307,0.009472578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090894,"threshold_uncertainty_score":0.04777324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131941381383765,"score_gpt":0.35387826723908,"score_spread":0.3025588534252424,"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."}}