{"id":"W3138528994","doi":"10.1016/j.rmed.2021.106367","title":"Sedentary time in people with obstructive airway diseases","year":2021,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Health and Medical Research Council; University of Newcastle Australia; Hunter Medical Research Institute","keywords":"Medicine; Bronchiectasis; COPD; Asthma; Internal medicine; Physical therapy; Population; Cross-sectional study; Respiratory system; Pathology; Lung; Environmental health","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":[0.0002311194,0.0003410592,0.0007895582,0.0003691651,0.00009723421,0.00001252508,0.0001699685,0.0001090432,0.005780572],"category_scores_gemma":[0.0004288245,0.0002644483,0.0001022979,0.001271607,0.0005226856,0.0001877139,0.0001360273,0.0005042931,0.000206853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007644304,"about_ca_system_score_gemma":0.001441077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143386,"about_ca_topic_score_gemma":0.0001931788,"domain_scores_codex":[0.9967681,0.0002418741,0.000454669,0.0007812154,0.001127998,0.0006261903],"domain_scores_gemma":[0.9977732,0.0002447571,0.0000957232,0.0007971171,0.0003867724,0.0007024278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002075525,0.0009275079,0.9362826,0.001128038,0.0003401948,0.01407869,0.0007816828,0.00004173135,0.01272986,0.0002666916,0.009853458,0.02149396],"study_design_scores_gemma":[0.007002142,0.0005191999,0.9734848,0.0008487518,0.0002334175,0.000277173,0.001454326,0.000151496,0.001332981,0.0001092453,0.01429219,0.0002942334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736105,0.01112374,0.00001989804,0.003175167,0.0001554722,0.000728774,0.00006355485,0.0001079243,0.01101499],"genre_scores_gemma":[0.9902437,0.0001333776,0.0001470803,0.003005127,0.00116262,0.0001330094,0.0002686587,0.0001148167,0.004791604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03720218,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504239308667315,"score_gpt":0.2881568976825163,"score_spread":0.2731145045958431,"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."}}