{"id":"W4387746336","doi":"10.1016/s1569-1993(23)01046-9","title":"112 The lung clearance index to inform clinical decision-making in early cystic fibrosis lung disease: findings from a prospective study","year":2023,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Cystic fibrosis; Medicine; Lung; Lung disease; Intensive care medicine; Disease; Prospective cohort study; 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":[0.007221402,0.0007288637,0.0007550195,0.0007084493,0.0007738836,0.002557864,0.0009411259,0.001520706,0.002643089],"category_scores_gemma":[0.02583319,0.0006556576,0.001456571,0.001312779,0.0006423147,0.001558079,0.0007098108,0.001955602,0.000644733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007171954,"about_ca_system_score_gemma":0.001086079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005759916,"about_ca_topic_score_gemma":0.005112029,"domain_scores_codex":[0.9968891,0.001837559,0.0002801011,0.0003751079,0.0003898804,0.0002283277],"domain_scores_gemma":[0.9797695,0.01283508,0.003324796,0.001292942,0.001815901,0.0009619433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001849935,0.0004382824,0.9936514,0.00003123417,0.0003208812,0.00007085995,0.0001184066,0.00008846563,0.00009082587,0.00005092081,0.0002558679,0.003032898],"study_design_scores_gemma":[0.0003398234,0.001553383,0.9939417,0.00007567885,0.0007416401,0.0002312716,0.0003774363,0.001517696,0.000224136,0.0001967143,0.0007646946,0.00003586762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968532,0.0008928505,0.000269214,0.0002208717,0.00004944173,0.00005056172,0.000480748,0.000004700793,0.001178442],"genre_scores_gemma":[0.9985811,0.0001738721,0.0003500964,0.0001215798,0.00004189256,0.00003326919,0.0003607937,0.000005003357,0.0003324523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007221402,"threshold_uncertainty_score":0.0381909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752789333881535,"score_gpt":0.3737509503796336,"score_spread":0.3562230570408182,"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."}}