{"id":"W3178052375","doi":"10.22541/au.162565331.15091947/v1","title":"The first 4 years - Outcome of children identified by newborn screening for CF in Germany","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Medicine; Newborn screening; Pediatrics; Cohort; Anthropometry; Incidence (geometry); Respiratory system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513738,0.0003744583,0.0003935386,0.001106578,0.0004100179,0.0007079256,0.0004068518,0.0004893403,0.001265671],"category_scores_gemma":[0.001877742,0.0001966192,0.0006836226,0.0007599366,0.000361893,0.000570463,0.0008471722,0.000440685,0.0001688561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419669,"about_ca_system_score_gemma":0.0007374693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0208667,"about_ca_topic_score_gemma":0.01561074,"domain_scores_codex":[0.9994447,0.00009299851,0.00004464722,0.0001017427,0.00008515487,0.0002307661],"domain_scores_gemma":[0.9989024,0.0001006405,0.0005939382,0.00003418556,0.00008409539,0.0002846381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009777174,0.00002805316,0.998321,0.00001337119,0.000029607,0.0002488295,0.00009684024,0.00005287358,0.00006658468,0.00001754744,0.000108013,0.0009193911],"study_design_scores_gemma":[0.000002178648,0.00008224497,0.9993739,0.000007224837,0.00001389174,0.0002032582,0.0001942924,0.00003727274,0.00002482296,0.000005237047,0.00005336228,0.000002384415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992373,0.000209436,0.00001419967,0.0000348681,0.000005348166,0.000004098176,0.0003521048,0.000001793348,0.0001409728],"genre_scores_gemma":[0.9995099,0.0000960781,0.00001798727,0.0000131017,0.0000043977,0.000004469655,0.0002825673,6.922021e-7,0.00007079708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208667,"threshold_uncertainty_score":0.0414905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561913509790275,"score_gpt":0.300738170217027,"score_spread":0.2751190351191242,"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."}}