{"id":"W1622190643","doi":"10.1586/17476348.2015.1085804","title":"Newborn screening for cystic fibrosis","year":2015,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cystic fibrosis; Newborn screening; Medicine; Sweat test; Intensive care medicine; Pediatrics; 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":[0.001070414,0.0006819359,0.001118225,0.002339971,0.0002090993,0.0006098127,0.0006861002,0.00122573,0.003612399],"category_scores_gemma":[0.002557313,0.000170418,0.0007390964,0.001196121,0.0003508653,0.0006789009,0.0006844322,0.001301855,0.001329024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333491,"about_ca_system_score_gemma":0.001109953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948703,"about_ca_topic_score_gemma":0.002685721,"domain_scores_codex":[0.9994479,0.0001476447,0.00009371588,0.0000853012,0.0001866701,0.00003866156],"domain_scores_gemma":[0.9991286,0.0005576303,0.0001098311,0.00001839575,0.0001465118,0.00003900297],"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":[0.00004547451,0.00003607595,0.0005436299,0.02253212,0.0001585377,0.0003178275,0.00006750734,0.0001189131,0.000823077,0.001986507,0.03636653,0.9370037],"study_design_scores_gemma":[0.00002602161,0.00009547766,0.003778897,0.0318361,0.0004001687,0.005841179,0.0001039528,0.00008620424,0.0006624383,0.001605322,0.9555346,0.00002954394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008815208,0.998558,0.00008329135,0.0003501108,0.0001593847,0.000004290238,0.00002410921,0.00000531327,0.000727397],"genre_scores_gemma":[0.0009920483,0.9981224,0.0001659405,0.0002852751,0.0001378735,0.000005252569,0.00004212666,0.000001016647,0.0002481266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003612399,"threshold_uncertainty_score":0.01208466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442723774074751,"score_gpt":0.4776434425677507,"score_spread":0.3333710651602756,"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."}}