{"id":"W2150831515","doi":"10.1165/rcmb.2011-0087ps","title":"Everything Prevents Emphysema","year":2011,"lang":"en","type":"review","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pulmonary emphysema; Medicine; Computer science; Internal medicine; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004466912,0.0004088976,0.002161207,0.0005055326,0.00005258279,0.00001200048,0.000306172,0.0002079346,0.00007706877],"category_scores_gemma":[0.00008244596,0.000300336,0.0007547442,0.0003053311,0.000704328,0.00004507957,0.0001834002,0.0008564736,0.00001732164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673091,"about_ca_system_score_gemma":0.001322878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001480269,"about_ca_topic_score_gemma":2.452664e-7,"domain_scores_codex":[0.9973546,0.0007685315,0.0008221068,0.0004122023,0.0002156512,0.0004269662],"domain_scores_gemma":[0.9976447,0.00009509156,0.001158042,0.0003985367,0.0001929443,0.0005107292],"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":[0.00008728119,0.0001283168,0.000202614,0.004298898,0.0004624464,0.0009273514,0.00003276251,4.29506e-8,0.0004034154,0.00004876282,0.000107531,0.9933006],"study_design_scores_gemma":[0.0005575856,0.001883436,0.0000905219,0.002797439,0.001173029,0.001010414,0.0000545592,2.267179e-7,0.00008493884,0.00008043212,0.9919984,0.0002689541],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006918961,0.9913903,0.0001863233,0.00001275866,0.0001524057,0.0003955459,0.00001923968,0.000008580439,0.0009158564],"genre_scores_gemma":[0.001001431,0.9976141,0.0005399735,0.0003887171,0.0002459769,0.00001331,0.00001227118,0.00007235667,0.000111813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9930316,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849790975044459,"score_gpt":0.3464411832912733,"score_spread":0.3179432735408287,"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."}}