{"id":"W3186843145","doi":"10.1183/16000617.0206-2020","title":"Ventilatory efficiency in athletes, asthma and obesity","year":2021,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; Queen's University; University of Alberta","funders":"","keywords":"Medicine; Bronchoconstriction; Asthma; Ventilation (architecture); Athletes; Physical therapy; Cardiology; Obesity; Internal medicine; Endurance training; Respiratory system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002715073,0.0007699588,0.003660272,0.0003852008,0.0001062372,0.00005128156,0.0004701803,0.000165877,0.0008497342],"category_scores_gemma":[0.0006088223,0.0006600538,0.0009389219,0.001213763,0.0002937313,0.00009589625,0.0007247666,0.001451929,0.0009615923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005890523,"about_ca_system_score_gemma":0.001483206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000252574,"about_ca_topic_score_gemma":0.000001991223,"domain_scores_codex":[0.9931002,0.002559075,0.001493394,0.001423076,0.0007343167,0.0006899349],"domain_scores_gemma":[0.9970875,0.0001434652,0.0004408537,0.001561837,0.0001746192,0.0005916929],"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":[0.000003109136,0.0001790859,0.00022395,0.2578865,0.00006309628,0.003660257,0.000005835255,1.802618e-8,3.52515e-7,0.00004843971,0.002029529,0.7358999],"study_design_scores_gemma":[0.0002909484,0.00005794148,0.00247787,0.2702891,0.0005098018,0.000207497,0.000003095557,4.571348e-7,1.094862e-7,6.84158e-7,0.7258009,0.000361556],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007909047,0.985285,0.000001152283,0.00002408684,0.0001515254,0.002799938,0.00004715134,0.00007215178,0.01153987],"genre_scores_gemma":[0.000003351043,0.9973882,0.0000341265,0.000900254,0.0003336132,0.00009075371,0.0001139281,0.0002017151,0.0009340374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7355383,"threshold_uncertainty_score":0.9998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618356680564468,"score_gpt":0.356321068848616,"score_spread":0.2901375020429713,"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."}}