{"id":"W4322704236","doi":"10.1542/peds.144.2ma9.862","title":"Diagnosis Discordance and Neonatal Transport - A single center retrospective chart review.","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Chart; Center (category theory); Pediatrics; Medical physics; Statistics","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":[0.001202323,0.0002166192,0.0003611164,0.002297928,0.0006820507,0.0008049496,0.0006012016,0.0004172774,0.001763468],"category_scores_gemma":[0.006486782,0.0003490574,0.0002541571,0.002941038,0.0004355857,0.0006626229,0.0006304525,0.000415894,0.0002426207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113445,"about_ca_system_score_gemma":0.001708518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127555,"about_ca_topic_score_gemma":0.01113639,"domain_scores_codex":[0.9979108,0.0004150996,0.0005705116,0.0004584428,0.0004436742,0.0002013723],"domain_scores_gemma":[0.9915467,0.00203691,0.004549619,0.0005066118,0.0009349297,0.0004252587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004983759,0.00001556378,0.9946244,0.00005171156,0.00002426401,0.002346135,0.0001822712,0.00003802296,0.000168289,0.00003712916,0.0003641395,0.002098305],"study_design_scores_gemma":[0.000009315434,0.00008943213,0.9801456,0.0001799089,0.0000847734,0.01585006,0.001443615,0.000342733,0.0006122516,0.00004864303,0.00117748,0.00001638559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938722,0.002236354,0.0003115437,0.0001007277,0.00002507893,0.00005972791,0.002395408,0.00002072605,0.000978141],"genre_scores_gemma":[0.9973388,0.000659466,0.0003459014,0.00005751635,0.00001901168,0.00002826482,0.001457805,0.00001024493,0.00008297501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127555,"threshold_uncertainty_score":0.02241987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092129212353957,"score_gpt":0.2474980610221083,"score_spread":0.2382851397867126,"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."}}