{"id":"W2144841382","doi":"10.1097/mpg.0000000000000417","title":"Design and Implementation of INSPPIRE","year":2014,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; McGill University; University of Toronto; Montreal Children's Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656309,0.00005457867,0.0002086211,0.0001497005,0.00002590008,0.000001690038,0.00001364956,0.00005094229,0.000008968627],"category_scores_gemma":[0.00001347208,0.00004429182,0.00002930435,0.00003052078,0.00004440054,0.00005825698,0.000007018223,0.00008048981,2.9907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008627053,"about_ca_system_score_gemma":0.00001169389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001788129,"about_ca_topic_score_gemma":0.000001374562,"domain_scores_codex":[0.9994491,0.0001125943,0.0002414524,0.00006025962,0.00005690204,0.00007969481],"domain_scores_gemma":[0.9995661,0.00005140763,0.0002248981,0.00003384295,0.00007028676,0.00005347151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001053848,0.0001840142,0.9956019,0.00008259739,0.0000487721,0.0000287886,0.00008759176,7.941853e-7,0.0008324997,0.0000402323,0.000230701,0.001808254],"study_design_scores_gemma":[0.006909364,0.009254455,0.9803266,0.00002078482,0.000506902,0.001729301,0.00007099901,0.00001701578,0.0006483711,0.000470439,0.00002543919,0.00002034205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886539,0.000788783,0.009841158,0.0005375345,0.00005489953,0.0001128504,0.000001824357,0.000002428752,0.000006634158],"genre_scores_gemma":[0.9902393,0.002830368,0.006627216,0.0001078476,0.0001835443,0.000003690632,0.000003494153,0.00000282772,0.000001705854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527532,"threshold_uncertainty_score":0.1806168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040260845639351,"score_gpt":0.2703631095058582,"score_spread":0.2599605010494647,"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."}}