{"id":"W2167413090","doi":"10.1136/jech.2003.019109","title":"Performance profile of an outcome measure: morbidity assessment index for newborns","year":2005,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale; University of Alberta","keywords":"Medicine; Gestation; Population; Pediatrics; Gestational age; Pregnancy; Obstetrics; Birth weight; Caesarean section; Medical record; Prenatal care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03353899,0.0002352915,0.001601836,0.0002312586,0.001407075,0.000001792733,0.0007964468,0.0003656937,0.0001690227],"category_scores_gemma":[0.002410636,0.0001781105,0.0002221949,0.0001594091,0.000150891,0.0003511675,0.0001706729,0.003954208,0.00001100149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896008,"about_ca_system_score_gemma":0.002198742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147776,"about_ca_topic_score_gemma":0.01026847,"domain_scores_codex":[0.9840696,0.01085053,0.003714052,0.0001813086,0.0002907547,0.000893683],"domain_scores_gemma":[0.987596,0.006032509,0.003947145,0.000826018,0.0009538723,0.0006444177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000623609,0.0004187225,0.9136734,0.002494287,0.00004482242,6.943183e-7,0.001130415,0.0001386701,0.00002517133,0.0007828629,0.00298848,0.07767888],"study_design_scores_gemma":[0.001647485,0.002613744,0.9665987,0.0006708669,0.00001876908,0.0000294045,0.001276372,0.003395709,0.00001735504,0.001032627,0.02256814,0.0001307793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744236,0.0006361183,0.004439103,0.01766209,0.000831663,0.00101497,0.0001432496,0.00002854229,0.0008206826],"genre_scores_gemma":[0.9623916,0.0006299696,0.02748243,0.008543075,0.0006650269,0.00004330082,0.0000386971,0.00002714476,0.0001787346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07754811,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3362518200098414,"score_gpt":0.5546991104134182,"score_spread":0.2184472904035769,"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."}}