{"id":"W1969902861","doi":"10.1016/j.resp.2011.10.005","title":"Experimental approaches to the study of the mechanics of breathing during exercise","year":2011,"lang":"en","type":"review","venue":"Respiratory Physiology & Neurobiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Respiratory physiology; Work (physics); Computer science; Ventilation (architecture); Medicine; Respiratory system; Mechanical engineering; 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":[0.002261942,0.001837303,0.002937205,0.003397599,0.000661799,0.001683947,0.002969884,0.00218652,0.002377387],"category_scores_gemma":[0.001628687,0.0006821238,0.001253255,0.002837608,0.003103148,0.002487134,0.001772529,0.0039192,0.001569184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178144,"about_ca_system_score_gemma":0.002242152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904117,"about_ca_topic_score_gemma":0.001936753,"domain_scores_codex":[0.9994223,0.00009806646,0.00006694941,0.0001465426,0.0002163123,0.00004975154],"domain_scores_gemma":[0.9988465,0.0007002577,0.0001118432,0.0000728656,0.0002033713,0.00006510064],"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":[0.0002248789,0.0004425465,0.0005789848,0.02676061,0.0002211787,0.0002702374,0.0001623308,0.0008267246,0.0271941,0.01181718,0.007638057,0.9238631],"study_design_scores_gemma":[0.0001392731,0.000976252,0.007772349,0.008281975,0.0005051892,0.003037025,0.0003275507,0.0005883896,0.01635839,0.02363097,0.9381666,0.0002160609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003718135,0.99593,0.001954202,0.0003040633,0.0002309453,0.00002500897,0.00002793808,0.00001257372,0.001143444],"genre_scores_gemma":[0.00162713,0.9960188,0.001499781,0.0001594947,0.0002434735,0.00004962549,0.00004825364,0.000002590877,0.0003507753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003397599,"threshold_uncertainty_score":0.01196241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542696017143539,"score_gpt":0.3356200060984051,"score_spread":0.1813504043840513,"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."}}