{"id":"W3016534000","doi":"10.1016/j.chest.2020.04.006","title":"Breathing at Extremes","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Pulmonary function testing; Lung volumes; Anthropometry; Obesity; Vital capacity; Spirometry; Internal medicine; Lung; Lung function; Diffusing capacity; Asthma","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":[0.0005225415,0.0002842344,0.000337,0.0006785259,0.001216321,0.002542108,0.0004615458,0.001614005,0.02178148],"category_scores_gemma":[0.003243464,0.0001929534,0.0005260231,0.000281746,0.0008755979,0.001561774,0.002553239,0.003129153,0.01013512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354416,"about_ca_system_score_gemma":0.0005140261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009934953,"about_ca_topic_score_gemma":0.001376038,"domain_scores_codex":[0.9992732,0.0001210602,0.00003681944,0.0001241781,0.0002443432,0.0002003503],"domain_scores_gemma":[0.9992472,0.0001066157,0.0000840807,0.0000546942,0.0001218707,0.0003855691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002390471,0.0004380304,0.1127222,0.0005378722,0.0002229298,0.01334038,0.009841507,0.0008655811,0.03868592,0.06119573,0.2743313,0.4854281],"study_design_scores_gemma":[0.0001152753,0.0008082428,0.2872163,0.001471806,0.0001016407,0.03585776,0.009692287,0.001671606,0.003446306,0.06827212,0.5911556,0.0001909886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.2851601,0.03379058,0.01776075,0.05914345,0.01814349,0.0002267678,0.002333699,0.001256314,0.5821849],"genre_scores_gemma":[0.8993661,0.005427788,0.003553991,0.01134675,0.004027412,0.0001093479,0.001139456,0.0003473608,0.07468178],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02178148,"threshold_uncertainty_score":0.07286626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936285375222463,"score_gpt":0.3059774232315416,"score_spread":0.256614569479317,"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."}}