{"id":"W3027629874","doi":"10.1002/ppul.24863","title":"Limitations of regional ventilation inhomogeneity indices in children with cystic fibrosis","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research","keywords":"Medicine; Percentile; Ventilation (architecture); Cystic fibrosis; Population; Pediatrics; Internal medicine; Cardiology; Statistics; Mathematics","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":[0.0000907781,0.0001040355,0.0002695539,0.0002843401,0.00002948832,0.000005164712,0.0001070061,0.00008219782,0.00003126747],"category_scores_gemma":[0.0007206287,0.00009125,0.0000420045,0.0008476381,0.0001089826,0.0001004099,0.00004579633,0.0002019725,0.00002270325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004057818,"about_ca_system_score_gemma":0.0002001394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006180919,"about_ca_topic_score_gemma":0.00003952359,"domain_scores_codex":[0.9988987,0.00006031146,0.0002892439,0.0002645881,0.0002558646,0.0002312192],"domain_scores_gemma":[0.9992298,0.0002717513,0.0001475085,0.0001397482,0.00008654765,0.0001246645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007298831,0.0001272883,0.9935243,0.00007080965,0.00003301745,0.000009922376,0.0001773568,0.0001968263,0.002110861,0.00007042778,0.0001638978,0.002785466],"study_design_scores_gemma":[0.001008832,0.0008353436,0.9967642,0.00001129106,0.00009014606,0.00004688004,0.00004552758,0.0003045816,0.0004317012,0.0001231297,0.0002591906,0.00007921236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958134,0.001351791,0.0006981445,0.001593298,0.00001684577,0.0003729594,0.00002237352,0.00003071594,0.0001004296],"genre_scores_gemma":[0.9927514,0.0005081306,0.006289586,0.00010085,0.0001817592,0.00003517002,0.000110971,0.00001284866,0.000009273761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005591442,"threshold_uncertainty_score":0.3721067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649792616888165,"score_gpt":0.2805299270828703,"score_spread":0.2340320009139886,"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."}}