{"id":"W2324033902","doi":"10.1155/2004/609730","title":"Exclusion Spirometry: A Bad Idea","year":2004,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"American Thoracic Society","keywords":"Spirometry; Medicine; Lung function; Pulmonary disease; Clinical Practice; Pulmonary function testing; Physical therapy; Intensive care medicine; Medical physics; Lung; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01369112,0.001813439,0.002501638,0.002288481,0.003666467,0.004506472,0.003009264,0.04423984,0.003184204],"category_scores_gemma":[0.04692698,0.001017713,0.001632165,0.001214647,0.009878232,0.01332932,0.0024663,0.06480343,0.004668645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004694908,"about_ca_system_score_gemma":0.002858334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259491,"about_ca_topic_score_gemma":0.004245319,"domain_scores_codex":[0.9902543,0.002975085,0.001709861,0.001468261,0.003089847,0.0005024615],"domain_scores_gemma":[0.9751433,0.01397706,0.001166565,0.0008789422,0.006095991,0.002738217],"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":[0.0001611946,0.00009096019,0.003278729,0.000399383,0.00007860673,0.006810597,0.0003564729,0.0001558439,0.0005054807,0.009762328,0.9145532,0.06384721],"study_design_scores_gemma":[0.0005266104,0.0004103603,0.006699293,0.005106367,0.0001858015,0.07452039,0.002816934,0.001129355,0.0004750755,0.1162025,0.7915589,0.0003684079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003196931,0.00535571,0.0004080808,0.9798384,0.01317363,0.00001390566,0.00002789382,0.00002645544,0.000836355],"genre_scores_gemma":[0.004064533,0.007278737,0.001446084,0.9121858,0.07347852,0.00005119865,0.00004674824,0.00003064393,0.001417645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04423984,"threshold_uncertainty_score":0.07240641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787786616881426,"score_gpt":0.2902822106634229,"score_spread":0.2624043444946086,"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."}}