{"id":"W4200534308","doi":"10.31219/osf.io/5ebya","title":"Unwanted or mistimed pregnancy and developmental issues in Ecuadorian children aged 3 to 5: a doubly robust estimate using data from the National Health and Nutrition Survey 2018","year":2021,"lang":"en","type":"preprint","venue":"","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":"Unintended pregnancy; Reproductive health; Pregnancy; Psychological intervention; Medicine; Population; Attendance; Demography; Marital status; Psychology; Environmental health; Developmental psychology; Family planning; Psychiatry","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":[0.009026824,0.0004565737,0.0007106047,0.001030312,0.0003870604,0.0006992872,0.001039731,0.0005694855,0.002221135],"category_scores_gemma":[0.02001131,0.0003410571,0.002067032,0.001486596,0.0004148271,0.0005694338,0.001145531,0.0008012513,0.000190302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007535614,"about_ca_system_score_gemma":0.0006841932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04907716,"about_ca_topic_score_gemma":0.01989075,"domain_scores_codex":[0.9955608,0.002177776,0.0005581029,0.0009193611,0.0004643315,0.000319696],"domain_scores_gemma":[0.9909768,0.002655853,0.004669,0.0009347204,0.0006029238,0.0001606961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963586,0.00004560286,0.9940758,0.00008296352,0.0008640946,0.00006072897,0.0001741533,0.0005048912,0.00005807417,0.0002569537,0.0005747025,0.003105562],"study_design_scores_gemma":[0.00006647126,0.0002320781,0.991556,0.0001294096,0.0008087801,0.0001083197,0.000589964,0.003891296,0.0001614824,0.0002306347,0.002210255,0.00001517251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799558,0.001171535,0.005957988,0.0003352308,0.00003299293,0.0002198888,0.01166034,0.00003321313,0.0006330796],"genre_scores_gemma":[0.9871136,0.0002964942,0.00388917,0.0001052389,0.00001935709,0.0005512954,0.007409323,0.000006450374,0.0006090887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04907716,"threshold_uncertainty_score":0.097583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474514134444747,"score_gpt":0.3863555834935828,"score_spread":0.2389041700491081,"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."}}