{"id":"W2906711519","doi":"10.1542/neo.20-1-e12","title":"Gastrointestinal, Pancreatic, and Hepatic Manifestations of Cystic Fibrosis in the Newborn","year":2019,"lang":"en","type":"review","venue":"NeoReviews","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Meconium Ileus; Cystic fibrosis; Gastroenterology; Disease; Meconium; Internal medicine; Pancreas; Newborn screening; Exocrine pancreatic insufficiency; Pediatrics; Pregnancy; Fetus","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":[0.0009005702,0.0003868805,0.002718116,0.0002519783,0.00003561389,0.00003065075,0.000302192,0.00006095117,0.0001157528],"category_scores_gemma":[0.002849975,0.0002159728,0.0003237634,0.0007628544,0.0001973482,0.00006551561,0.00008401694,0.0005095962,0.0001474341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008648661,"about_ca_system_score_gemma":0.0004082653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007890656,"about_ca_topic_score_gemma":0.00003952144,"domain_scores_codex":[0.996963,0.0006391467,0.001187883,0.0004006247,0.0004600112,0.0003493502],"domain_scores_gemma":[0.9962183,0.002224306,0.0005061225,0.0008367983,0.000107325,0.0001072123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001238388,0.00006274692,0.0002474842,0.1212,0.00001919519,0.00009488104,0.00004424377,2.212304e-7,0.000005448437,0.0001015749,0.0004746218,0.8777372],"study_design_scores_gemma":[0.0002244017,0.0004219767,0.000683589,0.1080364,0.001358795,0.002806871,0.00003816423,0.00002444029,1.542891e-7,0.00007427348,0.8861991,0.0001317647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005138691,0.9919459,0.0001390855,0.00006925222,0.00002897804,0.003653717,0.00007486909,0.00001186928,0.004024931],"genre_scores_gemma":[0.000006347571,0.9368537,0.06227093,0.00004706969,0.00005611568,0.0003516764,0.0001591657,0.000041503,0.0002134962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8857245,"threshold_uncertainty_score":0.8807114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06907205773880683,"score_gpt":0.3875302514701436,"score_spread":0.3184581937313368,"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."}}