{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003620093,0.0003765214,0.0003593318,0.001931758,0.003434993,0.0008339765,0.0007883909,0.000393164,0.005636374],"category_scores_gemma":[0.001411679,0.0002243599,0.0004104569,0.003600333,0.0006150142,0.0001875596,0.0008494249,0.0004019404,0.0003840972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01570955,"about_ca_system_score_gemma":0.0206081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844291,"about_ca_topic_score_gemma":0.9905121,"domain_scores_codex":[0.9993508,0.00003320944,0.00003311923,0.0001191175,0.000216936,0.0002467362],"domain_scores_gemma":[0.9989874,0.00005588994,0.0002121328,0.00004173479,0.0004988357,0.000204037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984281,0.00005512347,0.9619639,0.0003254357,0.00006629973,0.001861941,0.004277066,0.0001353316,0.00140587,0.0004701375,0.005945107,0.02329541],"study_design_scores_gemma":[0.0000113826,0.00004103908,0.9900873,0.00008604143,0.00003409871,0.001022645,0.002305266,0.0001260112,0.0001409631,0.00003982355,0.006087633,0.00001772672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802408,0.001706889,0.0001453229,0.000493652,0.00003230383,0.0001281095,0.0102974,0.00003276745,0.006922765],"genre_scores_gemma":[0.9903749,0.001619894,0.000513758,0.0002529669,0.00001998254,0.00006340507,0.004220357,0.00001320671,0.002921589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570955,"threshold_uncertainty_score":0.1139813,"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."}}