{"id":"W3209376925","doi":"10.17605/osf.io/9b8hv","title":"Unwanted or mistimed pregnancy and developmental issues in Ecuadorian children: A cross-sectional study of the National Health and Nutrition Survey 2018.","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cross-sectional study; Maternal health; Pregnancy; Medicine; Environmental health; Population; Health services","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":[0.00155104,0.0001514736,0.0003219803,0.00007251688,0.0001622898,0.00003939482,0.000142755,0.00008711884,0.008913251],"category_scores_gemma":[0.001464948,0.0001221102,0.00003507155,0.0002426706,0.0001054465,0.00008253697,0.0004206829,0.000247728,0.001446599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181302,"about_ca_system_score_gemma":0.0006212984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785182,"about_ca_topic_score_gemma":0.00202252,"domain_scores_codex":[0.9974248,0.0005223036,0.0005668686,0.0008223252,0.0004525682,0.00021113],"domain_scores_gemma":[0.9989495,0.0001489441,0.0001654584,0.0003588631,0.0002149374,0.0001623393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006271146,0.001546075,0.9947209,0.0002795701,0.00008241082,0.0000107884,0.001149706,0.00000479765,0.0002111448,0.00002834906,0.0006766364,0.0006624989],"study_design_scores_gemma":[0.003272097,0.00001472131,0.9941949,0.0005624429,0.000006864691,0.0003051676,0.0002912575,0.00001934001,0.0007126264,0.0002595729,0.000261885,0.00009911434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944906,0.00003341305,0.000003159923,0.0003962932,0.00009296979,0.001175133,0.000069233,0.00001715388,0.003722002],"genre_scores_gemma":[0.9900261,0.0003198039,0.0003057803,0.0002330483,0.00003770549,0.00005364487,0.00005046773,0.00001112776,0.008962358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007466652,"threshold_uncertainty_score":0.9993309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117283874518504,"score_gpt":0.3298782928201537,"score_spread":0.2987054540749686,"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."}}