{"id":"W2013398456","doi":"10.2174/157339808786263842","title":"Pathophysiology of Chronic Obstructive Pulmonary Disease","year":2008,"lang":"en","type":"article","venue":"Current Respiratory Medicine Reviews","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada); McGill University","funders":"","keywords":"Medicine; Airway; Ventilation (architecture); Lung; Tidal volume; Functional residual capacity; Lung volumes; Airway resistance; Cardiology; Airway obstruction; Pulmonary compliance; Anesthesia; Obstructive lung disease; Internal medicine; COPD; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004912686,0.0004271979,0.0005986848,0.0006685112,0.0004717352,0.0009968816,0.0004493675,0.001097224,0.001697317],"category_scores_gemma":[0.0004856048,0.0001158115,0.0002524039,0.0004106933,0.001108914,0.0004800766,0.0008073878,0.001070945,0.0003944596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006835861,"about_ca_system_score_gemma":0.001089942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122185,"about_ca_topic_score_gemma":0.0009787892,"domain_scores_codex":[0.9996451,0.0001104935,0.00003304247,0.00006484795,0.00008904568,0.00005745977],"domain_scores_gemma":[0.9996442,0.00007194715,0.00009963632,0.00001508612,0.00008981866,0.00007928767],"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":[0.000791147,0.001006041,0.07965177,0.01344566,0.0004206951,0.01301198,0.003531161,0.001519409,0.08120193,0.1580731,0.05535515,0.591992],"study_design_scores_gemma":[0.0001842803,0.002178081,0.2405544,0.003989446,0.0001979543,0.03649423,0.002190627,0.002042114,0.003884277,0.07028088,0.6379076,0.00009627854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07063559,0.8685887,0.006877971,0.01614622,0.002078179,0.0003006725,0.0003861588,0.0001157009,0.0348708],"genre_scores_gemma":[0.6223922,0.3511817,0.004839747,0.004466257,0.00375828,0.0004726921,0.0003483356,0.00001338978,0.0125274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001697317,"threshold_uncertainty_score":0.005678117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09873760539059682,"score_gpt":0.3528533637246338,"score_spread":0.254115758334037,"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."}}