{"id":"W3170722326","doi":"10.46747/cfp.6706e144","title":"Newborn screening for cystic fibrosis","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Newborn Screening Ontario; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; St. Michael's Hospital; Institute of Health Services and Policy Research; Institute of Health Economics; Sinai Health System","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cystic fibrosis; Newborn screening; Primary care; Pediatrics; Prenatal care; Health care; Family medicine; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008860914,0.0001741898,0.0003224622,0.0001666943,0.0002101095,0.00006802824,0.0001231787,0.00006790034,0.00001503378],"category_scores_gemma":[0.0002508947,0.0001878306,0.000170286,0.0004886371,0.00008675073,0.0001183695,0.00002619158,0.0001721599,0.0000912775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888564,"about_ca_system_score_gemma":0.00149909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180791,"about_ca_topic_score_gemma":0.007472469,"domain_scores_codex":[0.9983566,0.00002980894,0.0001908162,0.0003977875,0.000266975,0.0007579803],"domain_scores_gemma":[0.9981001,0.0001951673,0.00003622128,0.0004337069,0.000323368,0.0009114453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001746596,0.00006574366,0.0002819992,0.000305293,0.0001685666,0.0003219042,0.00006390204,0.0001157366,0.1780038,0.001257762,0.09610438,0.7231362],"study_design_scores_gemma":[0.001116763,0.0002042917,0.01860183,0.0002950636,0.00007884205,0.000006622758,0.0006179231,0.001422979,0.005706999,0.0007112751,0.9709976,0.0002397907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.117978,0.02390284,0.1661731,0.02214776,0.002197828,0.006103526,0.004907978,0.0006888329,0.6559001],"genre_scores_gemma":[0.2975949,0.00007680064,0.5109626,0.1757117,0.003012044,0.0004580729,0.002137227,0.000327367,0.009719254],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8748932,"threshold_uncertainty_score":0.7659509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287153698579396,"score_gpt":0.2915168914111586,"score_spread":0.262801521553219,"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."}}