{"id":"W1873658051","doi":"10.1111/resp.12611","title":"<i>This</i> is what <scp>COPD</scp> looks like","year":2015,"lang":"en","type":"review","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"COPD; Medicine; Spirometry; Airway; Psychological intervention; Intensive care medicine; Magnetic resonance imaging; Radiology; Pathology; Asthma; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007743964,0.0006306039,0.001291376,0.002290183,0.0004945141,0.001925397,0.0008113497,0.001960245,0.005961555],"category_scores_gemma":[0.001706588,0.000196447,0.0008692059,0.002438836,0.0009851091,0.003168573,0.0009033646,0.002429694,0.003791056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000772352,"about_ca_system_score_gemma":0.001445856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765884,"about_ca_topic_score_gemma":0.002614669,"domain_scores_codex":[0.9995309,0.0000897518,0.00006803322,0.00008059814,0.0001903617,0.00004032277],"domain_scores_gemma":[0.9989569,0.0004881963,0.0001091212,0.00004218947,0.0003264267,0.00007715055],"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":[0.00007110081,0.00004758611,0.0004217587,0.01872048,0.0001059385,0.0001980349,0.0001816988,0.0001980509,0.001474065,0.008507759,0.1251069,0.8449667],"study_design_scores_gemma":[0.000003723613,0.00003901396,0.0008342356,0.005427395,0.00004681809,0.001047047,0.0001239095,0.00003538241,0.0001548927,0.002905639,0.9893666,0.00001527759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001046415,0.99207,0.0001890913,0.004070878,0.001299947,0.000004869814,0.0000495707,0.00001392615,0.002197046],"genre_scores_gemma":[0.001084374,0.9927355,0.0003109797,0.002753997,0.001454785,0.000006784431,0.00007393426,0.000006300435,0.001573442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005961555,"threshold_uncertainty_score":0.01994342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05820986107264647,"score_gpt":0.365781726608756,"score_spread":0.3075718655361095,"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."}}