{"id":"W2140731600","doi":"10.1513/pats.200905-028ds","title":"Chronic Obstructive Pulmonary Disease: Reactive Past, Preventive Future","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; COPD; C-reactive protein; Disease; Internal medicine; Inflammation","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":[0.01094347,0.0008081413,0.0009946338,0.001961365,0.004004665,0.01110861,0.001369818,0.006422167,0.005716156],"category_scores_gemma":[0.02007076,0.0005453122,0.0005932412,0.001470318,0.01235485,0.01000236,0.004801231,0.01862342,0.002189658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005023108,"about_ca_system_score_gemma":0.008202064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007475364,"about_ca_topic_score_gemma":0.01930392,"domain_scores_codex":[0.9939599,0.002679521,0.0004724727,0.0006489035,0.001690204,0.0005489656],"domain_scores_gemma":[0.9914548,0.003794405,0.0004519278,0.00040682,0.00189001,0.002001988],"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":[0.00002022222,0.00002009461,0.0005261495,0.0003047127,0.00001468485,0.00007433251,0.00105189,0.00003280278,0.00007790358,0.020676,0.9289404,0.04826085],"study_design_scores_gemma":[0.000009627791,0.00002271017,0.001114134,0.0006652352,0.0000112603,0.0003472918,0.001063244,0.00002510354,0.0000430312,0.01117244,0.9855005,0.00002534539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004207101,0.1120566,0.0004069993,0.7823076,0.09492689,0.00001007354,0.00004802102,0.00002295343,0.009800218],"genre_scores_gemma":[0.03478409,0.2812497,0.001813913,0.4122346,0.2387038,0.00009204079,0.000221499,0.0001138905,0.03078645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01110861,"threshold_uncertainty_score":0.05787528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259282656031376,"score_gpt":0.3115425543611856,"score_spread":0.2989497278008718,"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."}}