{"id":"W2884963903","doi":"10.1101/369355","title":"The impact of cigarette smoke exposure, and COPD or asthma status on ABC transporter gene expression in human airway epithelial cells","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"ATP-binding cassette transporter; COPD; Transporter; Respiratory epithelium; Asthma; Biology; Respiratory system; Gene; Immunology; Airway; Gene expression; Epithelium; Medicine; Genetics; Internal medicine; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182065,0.00009853686,0.0002724857,0.0004153821,0.000215308,0.0004439491,0.00006978288,0.0001764166,0.0011826],"category_scores_gemma":[0.0002805933,0.00009462688,0.0002373332,0.0006155501,0.0001653679,0.0001151837,0.0001514733,0.0001545657,0.0002897307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293656,"about_ca_system_score_gemma":0.0001862011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978915,"about_ca_topic_score_gemma":0.002877244,"domain_scores_codex":[0.999755,0.00003930903,0.00002406173,0.00007377609,0.00006329225,0.00004454683],"domain_scores_gemma":[0.9998599,0.00005884053,0.00002000257,0.0000151307,0.00003173597,0.00001437184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005432186,0.00008897168,0.1325841,0.0001343373,0.00008717504,0.0001519548,0.0001875922,0.000211332,0.8585817,0.00007210061,0.0001907249,0.007166821],"study_design_scores_gemma":[0.000009805018,0.0003265145,0.8893145,0.0000137768,0.00008930352,0.0004599799,0.0003950995,0.001503843,0.1056021,0.00007702057,0.002195007,0.00001291895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952839,0.0007075643,0.0007011219,0.00004807056,0.000006990681,0.00001906047,0.002685662,0.00001092792,0.0005366604],"genre_scores_gemma":[0.9916275,0.0007178222,0.001427346,0.00009299588,0.00001080661,0.00006015441,0.005213264,0.000008516508,0.0008416393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978915,"threshold_uncertainty_score":0.003956139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431741725253964,"score_gpt":0.2485101929698621,"score_spread":0.2341927757173225,"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."}}