{"id":"W2070463035","doi":"10.1053/jpsu.2001.22080","title":"Pediatric surgical images","year":2001,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Esophagus; Tracheoesophageal fistula; Atresia; Fistula; Surgery; Swallowing; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272933,0.0001589013,0.0006562089,0.0007807374,0.00004912851,0.00001423704,0.00009316148,0.0001464441,0.0006125642],"category_scores_gemma":[0.0006424126,0.0001160904,0.0005193313,0.0007709006,0.00003357435,0.0001559056,0.00003070541,0.0004552929,0.0001210294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003873789,"about_ca_system_score_gemma":0.0003376112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003034963,"about_ca_topic_score_gemma":1.597213e-7,"domain_scores_codex":[0.9980903,0.0001184401,0.0008266025,0.000149281,0.0004678247,0.0003475987],"domain_scores_gemma":[0.9975737,0.001121783,0.0005060324,0.0001614941,0.0003013209,0.0003357152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002264521,0.0002361992,0.8679457,0.0000463623,0.00002109627,0.02321309,0.00002064225,0.000002091778,0.00001965603,0.000005140133,0.1047939,0.003469694],"study_design_scores_gemma":[0.00218648,0.0005034551,0.9438893,0.00001522467,0.00101512,0.02833142,0.00004401881,0.000004963657,0.0001066598,0.0002539634,0.02337008,0.0002793788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815439,0.01401441,0.00006353512,0.001027607,0.001426772,0.00005609386,0.000002578568,0.0000262928,0.001838795],"genre_scores_gemma":[0.9485426,0.0202358,0.0003377061,0.0002393571,0.02954589,0.000001290975,0.000002746438,0.00002315851,0.001071428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08142385,"threshold_uncertainty_score":0.6707149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554187753432878,"score_gpt":0.284359287965648,"score_spread":0.2588174104313192,"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."}}