{"id":"W4225747000","doi":"10.1016/j.chest.2022.03.033","title":"V/Q Mismatch","year":2022,"lang":"eu","type":"review","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; Hospital for Sick Children; St. Paul's Hospital; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; COPD; Exercise intolerance; Ventilation (architecture); Intensive care medicine; Inefficiency; Hyperventilation; Cardiology; Internal medicine; Heart failure","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":[0.002313929,0.0006668615,0.001656972,0.001737434,0.0004281088,0.002973558,0.001391682,0.00273055,0.1156921],"category_scores_gemma":[0.01018897,0.0002507556,0.001722569,0.00186,0.0009937334,0.002741465,0.002365967,0.00268968,0.02224161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008826366,"about_ca_system_score_gemma":0.002679322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116903,"about_ca_topic_score_gemma":0.001686436,"domain_scores_codex":[0.9985441,0.0005171189,0.0002910512,0.0001756351,0.0003277973,0.0001443276],"domain_scores_gemma":[0.998046,0.000981819,0.0003605805,0.0001000058,0.0003693064,0.0001422505],"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":[0.0002823544,0.00003093929,0.0001368858,0.02282068,0.0001729402,0.00015639,0.00005065363,0.00009138625,0.0005222391,0.01577905,0.1963505,0.763606],"study_design_scores_gemma":[0.0001644299,0.00008901864,0.0003827574,0.01686266,0.0002278219,0.0008099565,0.00005802384,0.00003694778,0.0001371977,0.006946631,0.9742721,0.00001230275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000513934,0.927313,0.001397083,0.0153205,0.01306368,0.0001914839,0.0008976393,0.0001449762,0.04115776],"genre_scores_gemma":[0.009787593,0.9139156,0.002344386,0.03629704,0.007401321,0.0002854577,0.001168624,0.0001165435,0.0286835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1156921,"threshold_uncertainty_score":0.3870288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07758047312062641,"score_gpt":0.36518952802893,"score_spread":0.2876090549083036,"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."}}