{"id":"W2096436128","doi":"10.1177/0009922810370055","title":"Pediatric Fundoplications: Too Much of a Good Thing?","year":2010,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; MEDLINE; Intensive care 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":[0.0005836113,0.0001571748,0.0004307843,0.0001447262,0.00005857669,0.00001141487,0.0001758385,0.0002774467,0.0001398224],"category_scores_gemma":[0.002535654,0.0001258692,0.0002996332,0.000488845,0.00009396224,0.00006868684,0.00007773914,0.000702532,0.0002979236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449522,"about_ca_system_score_gemma":0.0002644177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005149527,"about_ca_topic_score_gemma":0.000001532725,"domain_scores_codex":[0.9981493,0.00004170056,0.0008417921,0.0003506538,0.0003489962,0.0002675557],"domain_scores_gemma":[0.997655,0.0007944751,0.0002967668,0.000635366,0.0002613103,0.0003570523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002840288,0.001072555,0.9919663,0.00007164854,0.00002404062,0.00004959993,0.00002139991,1.732898e-7,0.00002049201,0.0006464403,0.00269741,0.003401527],"study_design_scores_gemma":[0.002459534,0.0007049841,0.9933463,0.000002235516,0.000707883,0.00002563998,0.000009694916,0.00002105781,0.00005041328,0.0009980745,0.001597507,0.00007669359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927372,0.0002360858,0.0001315383,0.000293109,0.0008031546,0.0003578065,0.00002581752,0.00007880797,0.005336504],"genre_scores_gemma":[0.9886931,0.0004536442,0.0073618,0.000350276,0.002003633,0.00001936564,0.00003575276,0.00002473471,0.001057762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007230262,"threshold_uncertainty_score":0.5132796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690699146212078,"score_gpt":0.3912655419739712,"score_spread":0.3543585505118504,"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."}}