{"id":"W2971019005","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a4592","title":"Chronic Obstructive Pulmonary Disease and Idiopathic Pulmonary Fibrosis Mechanism Comparison on the Basis of Gene Expression Profiles","year":2019,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Pulmonary disease; Pulmonary fibrosis; Mechanism (biology); Medicine; Idiopathic pulmonary fibrosis; Disease; Pathogenesis; Fibrosis; Internal medicine; Lung","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":[],"consensus_categories":[],"category_scores_codex":[0.0004525673,0.0001813776,0.0004275552,0.001243514,0.0002368235,0.0005442397,0.0001902012,0.000291046,0.002130282],"category_scores_gemma":[0.0006228844,0.00007412959,0.0005447558,0.0005344737,0.0002239406,0.0002993859,0.0003658288,0.0003065714,0.0002717089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124705,"about_ca_system_score_gemma":0.000207667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258376,"about_ca_topic_score_gemma":0.000359282,"domain_scores_codex":[0.9997301,0.00005753407,0.00002400979,0.00005883838,0.00005210068,0.00007757406],"domain_scores_gemma":[0.9996986,0.0001028133,0.00006867558,0.00002206559,0.00004987837,0.00005793264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004574873,0.0002858383,0.7243077,0.0002471199,0.0004204135,0.001002012,0.0004755415,0.000298544,0.2317015,0.001055621,0.0003888737,0.03524191],"study_design_scores_gemma":[0.00003285747,0.0006158587,0.9876095,0.00002293744,0.0001900587,0.00155432,0.000550205,0.001097569,0.006699437,0.0006014588,0.001013177,0.00001267813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956881,0.001099797,0.001282964,0.0000756243,0.00002641188,0.00003910282,0.0004467373,0.00001491105,0.001326126],"genre_scores_gemma":[0.9976725,0.0002511695,0.0009493355,0.00004228715,0.00001709708,0.00002954727,0.000539608,0.000003863661,0.0004946085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130282,"threshold_uncertainty_score":0.007126451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243441783846536,"score_gpt":0.2428584122260863,"score_spread":0.2304239943876209,"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."}}