{"id":"W3085672292","doi":"10.1136/bjophthalmol-2020-316766","title":"Effect of exposure to biomass smoke from cooking fuel types and eye disorders in women from hilly and plain regions of Nepal","year":2020,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Birmingham","keywords":"Medicine; Visual acuity; Biomass (ecology); Environmental health; Cataracts; Liquefied petroleum gas; Waste management; Ophthalmology; Ecology; Engineering","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":[0.0002719334,0.0001792928,0.0002112253,0.0004920494,0.0005308365,0.0005886565,0.0002888842,0.0003882935,0.002021479],"category_scores_gemma":[0.001315054,0.0002806757,0.0003515269,0.0005150604,0.0003297966,0.0003320634,0.0006203942,0.0004720856,0.0002328038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277836,"about_ca_system_score_gemma":0.0004117364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775081,"about_ca_topic_score_gemma":0.02868577,"domain_scores_codex":[0.9997362,0.00007512813,0.00001927585,0.00006344905,0.0000402613,0.00006557767],"domain_scores_gemma":[0.999476,0.0001595036,0.0002000562,0.00002214026,0.00004377819,0.00009854791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005009614,0.00002734755,0.9985487,0.00001410606,0.00003351807,0.0001176474,0.0003210524,0.00000705503,0.0001222912,0.00001016837,0.00005657569,0.000691432],"study_design_scores_gemma":[0.00000321488,0.00007374035,0.9984523,0.00001443651,0.00002498981,0.0001836729,0.001003719,0.00003733602,0.00002133211,0.00001499368,0.000168149,0.000002091914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986238,0.0003203419,0.00002278993,0.0001031652,0.000005884571,0.000007331363,0.0002205723,0.000001171365,0.0006950396],"genre_scores_gemma":[0.9993808,0.0001508467,0.00002567454,0.00006676346,0.000004966369,0.00001052038,0.00008219254,8.829703e-7,0.0002773395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01775081,"threshold_uncertainty_score":0.03529495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066645019632326,"score_gpt":0.226829475509193,"score_spread":0.2187628304895606,"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."}}