{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001133457,0.0002308894,0.0002944403,0.00003680048,0.0002499384,0.0001215306,0.0009199616,0.0000871556,0.01126279],"category_scores_gemma":[0.00007729341,0.0002036041,0.00004940107,0.0004617415,0.0001235114,0.0005753371,0.001683119,0.0001523284,0.01417458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819883,"about_ca_system_score_gemma":0.00002276505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009081868,"about_ca_topic_score_gemma":0.0003501917,"domain_scores_codex":[0.9976677,0.0001587589,0.0003151646,0.0006081536,0.0007312121,0.0005189743],"domain_scores_gemma":[0.9987327,0.00005370362,0.0001194025,0.000883268,0.000003631911,0.0002072409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000327591,0.0002629509,0.9558085,0.000006590638,0.00005757865,0.0001144641,0.0003325436,0.002999679,0.0002253734,0.00002962785,0.03799726,0.002132641],"study_design_scores_gemma":[0.000626487,0.0001960899,0.9922705,0.00005551949,0.00003862338,0.000007092067,0.0002100025,0.0001696592,0.0003042892,0.00009040938,0.005709263,0.0003220931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.801951,0.000007434692,0.00001138018,0.0001960716,0.0001735616,0.01024885,0.00001490406,0.0001219559,0.1872748],"genre_scores_gemma":[0.9203877,0.00002525429,0.0001679632,0.0002655711,0.00004436209,0.003203495,0.00007556332,0.00004182223,0.07578824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184367,"threshold_uncertainty_score":0.9896411,"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."}}