{"id":"W3015883070","doi":"10.1007/s00038-020-01358-7","title":"Does unwanted pregnancy lead to adverse health and healthcare utilization for mother and child? Evidence from low- and middle-income countries","year":2020,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Pregnancy; Underweight; Environmental health; Public health; Wasting; Logistic regression; Health care; Unintended pregnancy; Low birth weight; Demography; Family planning; Population; Body mass index; Nursing; Overweight","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":[],"consensus_categories":[],"category_scores_codex":[0.0005697679,0.000157071,0.0004509328,0.0001605467,0.0001373759,0.00007237173,0.0001358035,0.00005804059,0.00002753421],"category_scores_gemma":[0.0005331656,0.0001046339,0.00004488139,0.0001080568,0.00006293438,0.0003565767,0.00006683841,0.0002080607,0.000001802435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262619,"about_ca_system_score_gemma":0.0009440033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005182512,"about_ca_topic_score_gemma":0.0002351934,"domain_scores_codex":[0.998027,0.0001298721,0.0007571739,0.0002699659,0.0005031326,0.0003128349],"domain_scores_gemma":[0.9974349,0.0001317279,0.0005210869,0.00008264562,0.0005484794,0.001281136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002455134,0.0002258046,0.8552305,0.007149994,0.0004111677,0.00007159039,0.02268571,0.000006455587,0.00001816843,0.004328658,0.0008799112,0.106537],"study_design_scores_gemma":[0.00667521,0.005514174,0.8975049,0.04262921,0.00003325644,0.0005170771,0.003587628,0.001036255,0.00005272754,0.0009304672,0.04119129,0.0003278175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4547209,0.009508059,0.002296307,0.5324256,0.0003391215,0.0004960106,0.0001878453,0.00001680011,0.000009344997],"genre_scores_gemma":[0.9346377,0.01360437,0.002057217,0.04904183,0.0005787175,0.000005952461,0.00002014889,0.00001919045,0.00003492364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4833837,"threshold_uncertainty_score":0.4266846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08298160858359309,"score_gpt":0.3644043477074562,"score_spread":0.2814227391238631,"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."}}