{"id":"W4376133366","doi":"10.1136/bmjopen-2022-068539","title":"Cohort profile: Bangladesh Cook Stove Pregnancy Cohort Study (CSPCS)","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences; Fogarty International Center; University of Colorado Boulder; International Centre for Diarrhoeal Disease Research, Bangladesh; University of Southern California","keywords":"Medicine; Environmental health; Cohort; Pregnancy; Cohort study; Stove; Incidence (geometry); Pediatrics; 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":[0.0008429073,0.0005085703,0.0003647158,0.0006273764,0.0009613146,0.0005399912,0.0005497765,0.0005859978,0.004333098],"category_scores_gemma":[0.001689345,0.0004776248,0.0004607027,0.001676803,0.000175977,0.0004955794,0.0009036745,0.0007732474,0.001600493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007783244,"about_ca_system_score_gemma":0.001114191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0584718,"about_ca_topic_score_gemma":0.06124423,"domain_scores_codex":[0.9994333,0.0001101588,0.00008348537,0.0001699142,0.0001029058,0.000100141],"domain_scores_gemma":[0.9993458,0.00004012088,0.0001285976,0.0001229522,0.00024132,0.00012118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008899982,0.00008319055,0.9771491,0.0002612346,0.0001923437,0.0002799222,0.0005642665,0.0001188525,0.001139064,0.000434625,0.01256139,0.006326016],"study_design_scores_gemma":[0.0001231302,0.0002061341,0.9881881,0.0001958869,0.0001234819,0.0005438896,0.0006685974,0.0002087167,0.0002182386,0.000211792,0.00928314,0.00002894534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120642,0.00271914,0.001956341,0.0008266863,0.0001217136,0.002004742,0.1727425,0.00007012296,0.007494577],"genre_scores_gemma":[0.9168838,0.001987923,0.002962621,0.0009166602,0.00007499361,0.004666989,0.06476444,0.00005425635,0.007688318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0584718,"threshold_uncertainty_score":0.1162629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836674069483587,"score_gpt":0.3422369848715934,"score_spread":0.2938702441767575,"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."}}