{"id":"W2991382593","doi":"10.1002/ppul.24590","title":"Cystic fibrosis in Canadian Hutterites","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Cystic Fibrosis Canada","keywords":"Cystic fibrosis; Medicine; Life expectancy; Demography; Genotype; Socioeconomic status; Pseudomonas aeruginosa; Internal medicine; Genetics; Environmental health; Gene; Biology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002006381,0.0001405308,0.0003390924,0.0008566434,0.00002915262,0.00001424096,0.0001615754,0.0001480834,0.001155435],"category_scores_gemma":[0.0006067778,0.0001341815,0.0000536333,0.0006451604,0.00004830871,0.00008863473,0.00005463905,0.0003098275,0.001933209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323666,"about_ca_system_score_gemma":0.0007159356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08274762,"about_ca_topic_score_gemma":0.05223539,"domain_scores_codex":[0.9982682,0.00005574465,0.0002649254,0.0003602628,0.0001777922,0.0008731069],"domain_scores_gemma":[0.9988964,0.0002647476,0.00004184938,0.0003472312,0.00005394142,0.000395885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191341,0.0000449824,0.992368,0.000131959,0.000007314883,0.0001768554,0.00004032359,0.00001378733,0.003939949,0.0001166897,0.0008695225,0.002171513],"study_design_scores_gemma":[0.001058258,0.0004615848,0.968555,0.00001921668,0.00002893589,0.0001454556,0.00004434771,0.0006708447,0.0001998668,0.0004481805,0.02818434,0.0001839586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907555,0.001569532,0.00001182107,0.002076899,0.0002739398,0.0004524244,0.00002146846,0.00004303239,0.004795383],"genre_scores_gemma":[0.9966443,0.0002251722,0.001415264,0.000305405,0.0002419868,0.00004148698,0.00003889951,0.00002252561,0.001064953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03051223,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281402416259922,"score_gpt":0.2689385612212994,"score_spread":0.2616571588050395,"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."}}