{"id":"W3165167160","doi":"10.3329/cbmj.v3i1.53322","title":"Study on respiratory problems and respiratory function amongst females exposed to biomass fuel and gas/ electricity fuel in a district of Bangladesh","year":2014,"lang":"en","type":"article","venue":"Community Based Medical Journal","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Electricity; Environmental health; Biomass (ecology); Medicine; Toxicology; Liquefied petroleum gas; Environmental science; Waste management; Geography; Engineering; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004390776,0.0001778514,0.0002639255,0.0001703916,0.0002536309,0.0000343003,0.0003093256,0.0001466297,0.0001552611],"category_scores_gemma":[0.0009460286,0.0001470977,0.00003549109,0.0003407922,0.0002537703,0.000149838,0.000216362,0.001064455,0.00000899466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273337,"about_ca_system_score_gemma":0.00003450896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888313,"about_ca_topic_score_gemma":0.001111349,"domain_scores_codex":[0.9966003,0.00171396,0.0004115091,0.0001776585,0.0007748972,0.0003216761],"domain_scores_gemma":[0.9982879,0.0006079839,0.0001725127,0.0003356333,0.000009057668,0.000586919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000329536,0.001806437,0.9605577,0.00006143635,0.00002136905,0.00003289352,0.0012829,0.0004199194,0.01452132,0.000008965867,0.0004005448,0.02055698],"study_design_scores_gemma":[0.002059056,0.003420519,0.9901445,0.0001193808,0.0000208307,0.000008720545,0.000372999,0.00008269408,0.0007776109,0.0002064831,0.002624745,0.0001624692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978933,0.0001001772,0.0004158699,0.000407426,0.00005012333,0.0001922755,0.000001888538,0.00001360346,0.0009253294],"genre_scores_gemma":[0.9980912,0.00003038077,0.00004811167,0.001759792,0.00003646845,0.00001069004,0.000001694003,0.00001281942,0.000008798973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02958679,"threshold_uncertainty_score":0.5998469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04959438681396768,"score_gpt":0.2620164001357885,"score_spread":0.2124220133218208,"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."}}