{"id":"W3119853247","doi":"10.36416/1806-3756/e20200602","title":"Absence of airflow obstruction on spirometry: can it still be COPD?","year":2020,"lang":"en","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Spirometry; COPD; Airflow; Cardiology; Intensive care medicine; Internal medicine; Asthma; Mechanical engineering","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":[0.004235907,0.0007004684,0.002543765,0.002539374,0.001353372,0.003369468,0.001687304,0.00461945,0.006665719],"category_scores_gemma":[0.03598341,0.0004396155,0.0007971013,0.001959076,0.002401873,0.006150085,0.001135197,0.006041064,0.002618913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546807,"about_ca_system_score_gemma":0.001901659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782206,"about_ca_topic_score_gemma":0.007860138,"domain_scores_codex":[0.9980614,0.0003447758,0.0003640503,0.0002795855,0.0005979351,0.0003522428],"domain_scores_gemma":[0.9875501,0.004787027,0.002342861,0.0005769996,0.002499971,0.002242996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001422875,0.0005098891,0.5954683,0.003578519,0.000365444,0.0123283,0.002816881,0.000137155,0.001529963,0.009561679,0.0954913,0.2767897],"study_design_scores_gemma":[0.0001756713,0.0006036071,0.7623459,0.01658478,0.0008965366,0.04765061,0.01428631,0.001748591,0.0005393525,0.05478502,0.09999593,0.00038773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1460933,0.2827996,0.003360048,0.5073791,0.02023952,0.00009306176,0.001907978,0.0001938923,0.03793353],"genre_scores_gemma":[0.8295003,0.09808632,0.001765582,0.03537647,0.02943978,0.00005207395,0.001235378,0.0001019768,0.004442208],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006782206,"threshold_uncertainty_score":0.02240187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435603009944963,"score_gpt":0.3106895353921934,"score_spread":0.2663335052927437,"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."}}