{"id":"W3208154017","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4554","title":"Lung Transcriptomics Provide Insights into the Sex Differences in Chronic Obstructive Pulmonary Disease","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary disease; Transcriptome; Lung; Intensive care medicine; Disease; Internal medicine; Gene expression; Gene; Genetics","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":[0.0005868129,0.0002226173,0.0003829342,0.0007268902,0.000266484,0.00101665,0.0001887874,0.000421834,0.002570573],"category_scores_gemma":[0.0009541906,0.0001775932,0.0004261729,0.0006307404,0.0002784899,0.0005092717,0.0004601661,0.0004933848,0.0004331609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425511,"about_ca_system_score_gemma":0.0002408534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119805,"about_ca_topic_score_gemma":0.002310768,"domain_scores_codex":[0.9995424,0.00009785214,0.0000240744,0.0001620988,0.00008285982,0.00009089],"domain_scores_gemma":[0.9995859,0.0001523606,0.0000934343,0.00004459319,0.00007874353,0.00004490729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001365136,0.0001033054,0.43498,0.000815773,0.0007600306,0.0009838637,0.001189967,0.0006134467,0.4070363,0.004106663,0.003985986,0.1440595],"study_design_scores_gemma":[0.00002032658,0.0001640903,0.9721977,0.0001117141,0.0001861735,0.0009573583,0.000690722,0.0007818412,0.011527,0.003317934,0.01000997,0.00003523125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93318,0.0364041,0.007657399,0.002733915,0.0004665753,0.00003510415,0.00912282,0.0000974064,0.01030269],"genre_scores_gemma":[0.9847363,0.00684894,0.001770684,0.0008490105,0.0003183448,0.00003567256,0.001673627,0.00007029816,0.003697125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002570573,"threshold_uncertainty_score":0.008599401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740941773061176,"score_gpt":0.276601845547927,"score_spread":0.2591924278173152,"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."}}