{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007694234,0.0005425592,0.003988058,0.0007175833,0.00003941719,0.000006405736,0.000594785,0.0004001244,0.0004098685],"category_scores_gemma":[0.007407918,0.0004190999,0.0006787245,0.00167482,0.00019652,0.00006417608,0.0004283696,0.001231124,0.0003742278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091343,"about_ca_system_score_gemma":0.001779694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000489861,"about_ca_topic_score_gemma":8.212514e-7,"domain_scores_codex":[0.9954958,0.00027689,0.00197926,0.000786358,0.000708398,0.0007532746],"domain_scores_gemma":[0.9963219,0.0008980901,0.001084905,0.001030997,0.0003557868,0.0003082863],"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":[0.00001010793,0.000216221,0.00007227402,0.2630828,0.00003702486,0.00003604249,5.042268e-7,1.227692e-8,8.541916e-7,0.00002513615,0.007513714,0.7290053],"study_design_scores_gemma":[0.0002499603,0.0003952448,0.00004669666,0.07641254,0.002843875,0.0006019525,2.969176e-7,9.81632e-7,1.891963e-7,0.00003113014,0.9191646,0.0002525221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.389541e-7,0.9949427,0.00006268685,0.0001261884,0.0003398449,0.00231481,0.00006374517,0.0001105019,0.002038621],"genre_scores_gemma":[0.000001437851,0.9930636,0.004447222,0.00005635141,0.00150456,0.0004609435,0.0002149281,0.00007394671,0.0001770626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9116509,"threshold_uncertainty_score":0.9998261,"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."}}