{"id":"W2003104728","doi":"10.1002/ppul.20226","title":"Sweat‐testing: A review of current technical requirements","year":2005,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Current (fluid); SWEAT; Intensive care medicine; Medical physics; 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":[0.001902824,0.001237231,0.002532498,0.004368328,0.0003048315,0.001254768,0.001567172,0.001449214,0.003631638],"category_scores_gemma":[0.002054301,0.0006041598,0.0008296588,0.003467736,0.0007390375,0.002549411,0.0007256403,0.001739019,0.004420384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006999949,"about_ca_system_score_gemma":0.00110643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151864,"about_ca_topic_score_gemma":0.001975254,"domain_scores_codex":[0.9992486,0.000104053,0.0001646138,0.0001157723,0.0003349306,0.0000319791],"domain_scores_gemma":[0.9980685,0.0012051,0.0001892759,0.00004581812,0.000412513,0.00007875983],"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":[0.00007020961,0.00007674284,0.0003655783,0.01542025,0.00007132634,0.0003452467,0.00004979799,0.0002413754,0.002152929,0.001171216,0.01318051,0.9668548],"study_design_scores_gemma":[0.00003214623,0.0002039759,0.003080241,0.008141354,0.0001704752,0.006858919,0.0001463405,0.0002050027,0.001915839,0.001987673,0.9771988,0.00005914096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001621201,0.9981817,0.0003525121,0.0003096228,0.0001330045,0.000007462852,0.00002432707,0.00001296959,0.0008162824],"genre_scores_gemma":[0.0004732,0.9981093,0.0006655215,0.0001689387,0.0001735318,0.00001045266,0.00004496754,0.000002956256,0.0003510511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004368328,"threshold_uncertainty_score":0.0121491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175004119547248,"score_gpt":0.474917532395201,"score_spread":0.299913412847953,"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."}}