{"id":"W3175248427","doi":"10.23866/brnrev:2020-0007","title":"New Occupational Exposures with Respiratory Effects","year":2021,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Respiratory system; Environmental health; Medicine; Internal medicine","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":[0.001145203,0.0004852342,0.0004638117,0.002332926,0.0006411087,0.001561722,0.0004257423,0.0008364477,0.006397977],"category_scores_gemma":[0.002055886,0.0001987693,0.001092726,0.002434887,0.0003456336,0.0005166447,0.0007753278,0.0006065429,0.0007714013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263405,"about_ca_system_score_gemma":0.0008990146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009621603,"about_ca_topic_score_gemma":0.01205384,"domain_scores_codex":[0.9984437,0.0003693264,0.0001793102,0.0003717948,0.000447932,0.00018798],"domain_scores_gemma":[0.9980695,0.0004354432,0.0004158384,0.0002281224,0.0005663568,0.0002848038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003909412,0.0002317914,0.9235569,0.00033551,0.0001794635,0.0009791495,0.0003156638,0.000359232,0.002534691,0.0004948039,0.002980449,0.06764156],"study_design_scores_gemma":[0.00001373974,0.0001825862,0.9757147,0.0001009656,0.0001086629,0.001590971,0.0003262643,0.0001743568,0.0005782241,0.0004395473,0.02075753,0.00001228774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508587,0.08944706,0.004259168,0.003051105,0.001097349,0.00009165968,0.006538246,0.0001764384,0.04448016],"genre_scores_gemma":[0.9739118,0.01274792,0.001708113,0.0004378172,0.0008382418,0.00004792428,0.003124879,0.00003788108,0.007145452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009621603,"threshold_uncertainty_score":0.02140331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147347518913221,"score_gpt":0.2377254002111944,"score_spread":0.2229906483198723,"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."}}