{"id":"W4292122033","doi":"10.1097/mpg.0000000000003590","title":"Analysis of INSPPIRE‐2 Cohort","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Vertex Pharmaceuticals","keywords":"Medicine; Cohort; Internal medicine","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":[0.0003095714,0.0000607442,0.0004177738,0.0006841483,0.00006189688,0.000001102487,0.00003478595,0.00003772851,0.0001092128],"category_scores_gemma":[0.00001666779,0.00005383824,0.0001664314,0.0002748409,0.0000453571,0.00003684893,0.00002485454,0.0001954853,2.801864e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003578,"about_ca_system_score_gemma":0.00002207619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003182172,"about_ca_topic_score_gemma":0.000002160027,"domain_scores_codex":[0.9992008,0.0001327986,0.0003412169,0.000083479,0.0001418229,0.00009989925],"domain_scores_gemma":[0.9994113,0.00003981933,0.0003408524,0.00006696679,0.00008204248,0.00005905531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001820751,0.0008222082,0.9952292,0.00002484949,0.001144229,0.0002652631,0.00005082268,0.00002165297,0.0001289793,0.00001458621,0.0003923149,0.00008515573],"study_design_scores_gemma":[0.002907118,0.005113741,0.9820587,0.000003258059,0.008347723,0.001320662,0.00005968109,0.00002924869,0.00002069372,0.00005204395,0.00006781793,0.00001930859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976768,0.001439117,0.0001822848,0.0004221381,0.0001199494,0.00009141675,0.00002860457,0.000003199175,0.00003642413],"genre_scores_gemma":[0.9974527,0.001797018,0.0003938046,0.0001661403,0.0001351412,0.0000112525,0.00002895314,0.000003023514,0.00001200453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317048,"threshold_uncertainty_score":0.219546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273976087680447,"score_gpt":0.2473811727724376,"score_spread":0.2391071966847571,"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."}}