{"id":"W104912033","doi":"","title":"The quality of medical care during an acute exacerbations of chronic obstructive pulmonary disease.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Intensive care medicine; Quality of life (healthcare); Disease; Disease management; Health care; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004856719,0.0001647805,0.0007561978,0.001438823,0.0006600812,0.002303905,0.0006867386,0.0005895588,0.003418046],"category_scores_gemma":[0.02495938,0.0001009037,0.0007615947,0.003189148,0.0006499676,0.001012258,0.001036689,0.0009164101,0.0004613859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003531841,"about_ca_system_score_gemma":0.005392531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009687868,"about_ca_topic_score_gemma":0.01735545,"domain_scores_codex":[0.9901219,0.003142576,0.001466745,0.0004345469,0.00434919,0.000484979],"domain_scores_gemma":[0.9813875,0.004852672,0.006438523,0.0005554379,0.005267745,0.001498076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003809377,0.000139665,0.1601034,0.01538223,0.001044728,0.0004254292,0.002854745,0.0003270383,0.0008099621,0.005864764,0.04921909,0.763448],"study_design_scores_gemma":[0.00007346633,0.000557182,0.7275107,0.0129316,0.000818593,0.002047106,0.003827165,0.0003359736,0.0005589258,0.003376892,0.2478929,0.00006943676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09427592,0.7574545,0.002414762,0.06960164,0.004757845,0.0002731707,0.00516054,0.00008937489,0.0659723],"genre_scores_gemma":[0.7151418,0.2599524,0.004614539,0.01053448,0.002763069,0.0001886934,0.002528396,0.00003848327,0.004238111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009687868,"threshold_uncertainty_score":0.02568507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478145758613697,"score_gpt":0.3159024897601042,"score_spread":0.2911210321739672,"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."}}