{"id":"W1607638172","doi":"10.1159/000107059","title":"Animal Models of Chronic Obstructive Pulmonary Disease Exacerbations","year":2007,"lang":"en","type":"review","venue":"Contributions to microbiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Pulmonary disease; COPD; Medicine; Exacerbation; Disease; Intensive care medicine; Cigarette smoke; Immunology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003863714,0.0007393433,0.002673284,0.001135089,0.0002327965,0.00001589037,0.0005406792,0.0007202808,0.0006040577],"category_scores_gemma":[0.000511763,0.0006777415,0.001168523,0.001352766,0.0008432446,0.0001207001,0.0005298878,0.0009774416,0.0003840478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004176234,"about_ca_system_score_gemma":0.005627276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003384679,"about_ca_topic_score_gemma":0.00001010848,"domain_scores_codex":[0.9957314,0.0003774252,0.001312349,0.001167615,0.0002144673,0.001196762],"domain_scores_gemma":[0.9956639,0.000483341,0.0004050485,0.001249062,0.001232985,0.0009656733],"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":[0.0008724489,0.001921189,0.00008805167,0.03255711,0.001787733,0.0009547801,0.00004836921,0.00006167604,0.00272182,0.02120427,0.003345913,0.9344366],"study_design_scores_gemma":[0.0007182756,0.0002283689,0.0006675558,0.004705941,0.002492557,0.0007415524,0.00002122767,0.0001148096,0.00003920175,0.0004238982,0.9892408,0.0006058711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001869887,0.9716746,0.001908751,0.0002459523,0.0003130237,0.004309054,0.02012106,0.0001006408,0.001139931],"genre_scores_gemma":[0.004438248,0.9829414,0.0002523533,0.00006606661,0.000765842,0.0006636034,0.009026099,0.0001324501,0.001713932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858948,"threshold_uncertainty_score":0.9996465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863081835250418,"score_gpt":0.3639239215792628,"score_spread":0.3252931032267586,"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."}}