{"id":"W2052759468","doi":"10.1378/chest.14-1677","title":"Executive Summary","year":2014,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital; University of British Columbia; Dalhousie University; University of Toronto; Canadian Thoracic Society; University of Alberta; University of Saskatchewan; McGill University Health Centre","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"Medicine; Executive summary","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004125949,0.001711238,0.003284795,0.008201641,0.0007048747,0.004929488,0.002305989,0.002456055,0.2732145],"category_scores_gemma":[0.01687492,0.0005980241,0.00182824,0.008183361,0.0005462919,0.003143293,0.002853188,0.001880861,0.131204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861086,"about_ca_system_score_gemma":0.009260013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823195,"about_ca_topic_score_gemma":0.005218006,"domain_scores_codex":[0.9971987,0.0007453441,0.0006677648,0.000269744,0.0008716948,0.0002467671],"domain_scores_gemma":[0.9930263,0.001307109,0.001731456,0.0002960978,0.002906842,0.0007321832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008937816,0.00001793145,0.00008400907,0.02937095,0.00005893012,0.00003682776,0.00002532132,0.00003729281,0.0001133743,0.0007843578,0.786303,0.1830787],"study_design_scores_gemma":[0.00006476124,0.00003676415,0.0006857759,0.02654826,0.0001335308,0.00006622579,0.00003942352,0.00001117035,0.00004276964,0.0005752893,0.9717866,0.000009429442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003105327,0.721824,0.001060351,0.02915716,0.1072258,0.002674324,0.02629619,0.0006596711,0.1107921],"genre_scores_gemma":[0.002401266,0.7352602,0.002122956,0.03298139,0.02970209,0.003201357,0.01907283,0.000215008,0.1750428],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7267855,"threshold_uncertainty_score":0.9139936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05405209370254375,"score_gpt":0.3715158096136346,"score_spread":0.3174637159110908,"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."}}