{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923149,0.0001537919,0.000161507,0.0004498936,0.0005916793,0.0002319125,0.0002563528,0.0002529515,0.006483943],"category_scores_gemma":[0.002247721,0.00007554364,0.0001432959,0.0005282757,0.0002171923,0.0001890181,0.0002964572,0.0002382399,0.000687571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609782,"about_ca_system_score_gemma":0.002865912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1926785,"about_ca_topic_score_gemma":0.2577174,"domain_scores_codex":[0.9994417,0.00005794146,0.0000428458,0.00006071257,0.0002751411,0.0001217061],"domain_scores_gemma":[0.9989435,0.0001126068,0.0002959393,0.00002648901,0.0003738944,0.0002475905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005526582,0.00006112902,0.9665051,0.0001399092,0.000008383453,0.0005898566,0.0003644289,0.00002021315,0.0006398659,0.00006279428,0.008124747,0.02342834],"study_design_scores_gemma":[0.000007497695,0.00009880083,0.9923523,0.0001130103,0.000009352058,0.001129348,0.0002540271,0.00004334087,0.0001084969,0.00001754233,0.005863673,0.000002635106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346893,0.003727344,0.0005199806,0.004221267,0.0001734372,0.0006046123,0.009102597,0.00009177346,0.04686967],"genre_scores_gemma":[0.987685,0.001943159,0.001089092,0.001076998,0.00005335787,0.0001572917,0.002492531,0.000005032796,0.005497674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926785,"threshold_uncertainty_score":0.383114,"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."}}