{"id":"W2125078269","doi":"10.1183/09031936.05.00034805","title":"Standardisation of spirometry","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15667,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; Universitat de Barcelona; University Hospitals Birmingham NHS Foundation Trust; Massachusetts General Hospital","keywords":"Medicine; Spirometry; Intensive care medicine; Medical physics; Internal medicine; Asthma","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09792564,0.001199114,0.001962796,0.00899963,0.001396673,0.007386252,0.006705937,0.003113803,0.003763926],"category_scores_gemma":[0.1435298,0.0008407292,0.001810788,0.005000982,0.0025661,0.003006801,0.00520606,0.004426694,0.005363606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584129,"about_ca_system_score_gemma":0.007444161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003805852,"about_ca_topic_score_gemma":0.002653605,"domain_scores_codex":[0.8607987,0.04446717,0.02305409,0.007232013,0.06234944,0.00209869],"domain_scores_gemma":[0.8758078,0.0304285,0.006738447,0.0258802,0.05989364,0.001251369],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004060092,0.0003753389,0.0153165,0.003275352,0.0001785161,0.0001927627,0.00312973,0.003620008,0.01095377,0.02944368,0.0855373,0.847571],"study_design_scores_gemma":[0.0001643584,0.0009626673,0.0500266,0.006694412,0.000215046,0.001920614,0.001544095,0.005801543,0.02219452,0.02252597,0.8876217,0.0003285143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03835642,0.03688947,0.7315198,0.02112782,0.01552421,0.009831663,0.01102907,0.009168669,0.126553],"genre_scores_gemma":[0.2026255,0.02874527,0.6918294,0.0083809,0.00510615,0.01360907,0.02701624,0.003522909,0.01916447],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9020743,"threshold_uncertainty_score":0.5178865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170310934929164,"score_gpt":0.315067769992436,"score_spread":0.2833646606431444,"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."}}