{"id":"W4380445908","doi":"10.1164/rccm.202305-0911ed","title":"Lung Function as a Biomarker of Health: An Old Concept Rediscovered","year":2023,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Hospital for Sick Children; Canada Research Chairs","keywords":"Medicine; Biomarker; Lung function; Lung; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01684376,0.001076536,0.002691685,0.001416723,0.00301348,0.003845562,0.002477134,0.03041298,0.003255843],"category_scores_gemma":[0.04224982,0.0007033535,0.001285061,0.001134119,0.009255837,0.009515624,0.002250134,0.05614777,0.003764411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005090541,"about_ca_system_score_gemma":0.005928745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005285404,"about_ca_topic_score_gemma":0.006727012,"domain_scores_codex":[0.9890628,0.004519523,0.001366461,0.001246003,0.003406283,0.0003989123],"domain_scores_gemma":[0.9521077,0.03320475,0.001428286,0.001100152,0.009844728,0.002314315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001524724,0.00006360167,0.0009098775,0.0002072642,0.00003868187,0.0007591096,0.0001981939,0.00005828485,0.0002971843,0.0141706,0.9340242,0.0491204],"study_design_scores_gemma":[0.0002505327,0.0001830435,0.001786759,0.001798382,0.00008609033,0.00273598,0.0007333529,0.0005934571,0.0005527414,0.04607206,0.9450685,0.0001390153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001439605,0.01784591,0.0001488195,0.9639514,0.01700413,0.0000034558,0.00003250301,0.000013306,0.0008563807],"genre_scores_gemma":[0.002283391,0.01284008,0.0004178208,0.9060267,0.07638709,0.0000211133,0.00002430694,0.00001389726,0.001985555],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03041298,"threshold_uncertainty_score":0.08907944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894018587470274,"score_gpt":0.3715673394604683,"score_spread":0.3326271535857656,"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."}}