{"id":"W2072285973","doi":"10.1016/j.clinbiochem.2005.05.007","title":"Sweat collection for testing in Canadian Cystic Fibrosis Centers, is it optimal?","year":2005,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McMaster University; Montreal Children's Hospital","funders":"","keywords":"SWEAT; Sweat test; Cystic fibrosis; Medicine; Incidence (geometry); Pediatrics; Population; Newborn screening; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01095137,0.0007833391,0.001501435,0.002349499,0.006866034,0.009126219,0.003723325,0.004946577,0.01392216],"category_scores_gemma":[0.04924045,0.0005880329,0.001245693,0.004959593,0.004835725,0.0050459,0.001729808,0.005011894,0.001677009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04705201,"about_ca_system_score_gemma":0.1386322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.917591,"about_ca_topic_score_gemma":0.9650201,"domain_scores_codex":[0.9868166,0.002496541,0.001245718,0.001158965,0.004082026,0.00420019],"domain_scores_gemma":[0.9522178,0.007312703,0.003270964,0.00102604,0.02485638,0.01131614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00213356,0.0009117689,0.2556231,0.00181229,0.0004118747,0.002145292,0.002914051,0.002194502,0.001775254,0.006875992,0.3784389,0.3447634],"study_design_scores_gemma":[0.0005936581,0.0006726558,0.7360939,0.0112676,0.0008925165,0.002736453,0.03160446,0.002221969,0.001983389,0.008477754,0.2029077,0.0005480528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09986851,0.08190165,0.002303295,0.7581274,0.007229804,0.0002440771,0.002828048,0.0002784953,0.04721873],"genre_scores_gemma":[0.8151076,0.04446382,0.01404989,0.11217,0.005488936,0.0001611113,0.001681927,0.0002684651,0.00660816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08240896,"threshold_uncertainty_score":0.3413878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761459084541324,"score_gpt":0.4009385592076287,"score_spread":0.3433239683622155,"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."}}