{"id":"W2105064988","doi":"10.3109/15412555.2010.496820","title":"Factors Discriminating Spontaneous Pursed-Lips Breathing Use in Patients with COPD","year":2010,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; COPD; Dynamic hyperinflation; Ventilation (architecture); Pulmonary function testing; Physical therapy; Breathing; Cardiology; Anesthesia; Internal medicine; Lung volumes; Lung","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":[0.0005141581,0.0003360877,0.0005137885,0.000594896,0.0004291927,0.0006225271,0.0003462672,0.001129823,0.001018883],"category_scores_gemma":[0.003971525,0.0002498812,0.0003232413,0.0005422134,0.0003665398,0.0005539889,0.0004956434,0.000743141,0.0002861646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396493,"about_ca_system_score_gemma":0.0001872151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031153,"about_ca_topic_score_gemma":0.001393315,"domain_scores_codex":[0.9994981,0.0001121355,0.0001003871,0.00008235974,0.0001225599,0.00008432154],"domain_scores_gemma":[0.9973802,0.0007992516,0.001021399,0.00009800974,0.0002156929,0.0004854261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004795966,0.00001978555,0.9991937,0.00000386839,0.000006354183,0.00007903819,0.00002357277,0.00001787441,0.0001417583,0.000003430968,0.00002016963,0.0004425296],"study_design_scores_gemma":[0.000003913601,0.0001264369,0.998583,0.000005091434,0.000008426052,0.0008648737,0.0001153142,0.0002049741,0.00003247822,0.000009410866,0.00004374838,0.000002387789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993575,0.0002460651,0.00005744242,0.00003738869,0.000004622405,0.000006920752,0.00006913597,0.000003154317,0.0002177807],"genre_scores_gemma":[0.9996527,0.00007009675,0.00006551207,0.00002026562,0.00001194956,0.000006170694,0.000138297,0.000001236087,0.00003378436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129823,"threshold_uncertainty_score":0.003408492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581943425617598,"score_gpt":0.2619453766511545,"score_spread":0.2461259423949785,"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."}}