{"id":"W3041810512","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a1798","title":"Kitchen Particulate Analysis, and Lung Function of Primary Cooks Using Wood or LPG Fuel in Tamil Nadu, India","year":2020,"lang":"en","type":"article","venue":"","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tamil; Particulates; Lung function; Primary (astronomy); Environmental science; Waste management; Engineering; Chemistry; Medicine; Lung; Art; Physics","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":[0.0001019818,0.0003683634,0.0001793073,0.0006373856,0.0007942031,0.0005979012,0.0005054881,0.0003985668,0.001181757],"category_scores_gemma":[0.0002681306,0.0003220147,0.0004010516,0.0007534534,0.0004198274,0.0002426348,0.0003037384,0.0005765169,0.0003435667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007842264,"about_ca_system_score_gemma":0.0007512984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08112983,"about_ca_topic_score_gemma":0.1363968,"domain_scores_codex":[0.9998761,0.00002188608,0.00001143679,0.00003023388,0.0000207553,0.00003948848],"domain_scores_gemma":[0.9997861,0.00004848519,0.00004161472,0.00001003187,0.00004462169,0.00006920416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069716,0.0002702526,0.9908965,0.00005463296,0.00007907026,0.001014072,0.001739851,0.0001170657,0.002413569,0.00006904745,0.0002757095,0.002863223],"study_design_scores_gemma":[0.000003370232,0.0001663758,0.9961223,0.000007170082,0.0000315283,0.0004013893,0.002739908,0.0001191835,0.000203371,0.00001686998,0.0001803861,0.00000817857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992746,0.00008127367,0.00003472104,0.00003740238,0.000004195639,0.00000451187,0.0001662624,0.000003359531,0.000393877],"genre_scores_gemma":[0.9990197,0.00008121142,0.00005419592,0.0000378238,0.000004149565,0.000007468918,0.00012821,0.000001142433,0.0006659905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08112983,"threshold_uncertainty_score":0.1613152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739148757816545,"score_gpt":0.2079206730116836,"score_spread":0.1905291854335181,"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."}}