{"id":"W4225296707","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a4700","title":"Lung Inflammation Characteristics Differ Between the Sexes in Agricultural Respiratory Exposures","year":2022,"lang":"en","type":"article","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lung; Respiratory system; Inflammation; Agriculture; Medicine; Biology; Internal medicine; Ecology","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":[0.0003370293,0.0002203467,0.0003959496,0.00047052,0.0002610208,0.0005587011,0.0001869777,0.0005391388,0.004301593],"category_scores_gemma":[0.001123684,0.0002391099,0.0004601408,0.000243295,0.0003013136,0.0003641638,0.0004469157,0.0003843655,0.0006227027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577578,"about_ca_system_score_gemma":0.0001480366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631853,"about_ca_topic_score_gemma":0.002273896,"domain_scores_codex":[0.9997018,0.0000444522,0.00001742348,0.0001009796,0.000059,0.00007635438],"domain_scores_gemma":[0.9995759,0.00009984,0.0001261652,0.00004584157,0.00004810051,0.0001041205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002633162,0.0003315058,0.9578738,0.00003690759,0.0001619344,0.0005380493,0.0005470008,0.00004117901,0.02699024,0.000148998,0.0003458477,0.0103513],"study_design_scores_gemma":[0.000005875473,0.0001886699,0.9986283,0.000003025854,0.00001729533,0.0002056506,0.0002903158,0.00002802807,0.000336685,0.00006480621,0.0002285889,0.00000276988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983908,0.000241378,0.0001261621,0.00006316046,0.00001566281,0.00000542318,0.0001631675,0.000003251273,0.0009909399],"genre_scores_gemma":[0.9982089,0.00008510158,0.00003081149,0.00007647315,0.00001813663,0.000005956641,0.0001520048,0.000005129331,0.001417642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004301593,"threshold_uncertainty_score":0.01439029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301608920685244,"score_gpt":0.2792252494702311,"score_spread":0.2462091602633786,"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."}}