{"id":"W4390646845","doi":"10.5463/thesis.556","title":"Poverty and high parity in rural settings","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"European Commission","keywords":"Tanzania; Childbirth; Poverty; Parity (physics); Medicine; Health facility; Health care; Socioeconomics; Environmental health; Demography; Pregnancy; Population; Economic growth; Health services; Sociology; Economics","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":[0.000676252,0.0001270925,0.0002326338,0.0008059876,0.001678631,0.001300218,0.0002844512,0.0003643564,0.005334652],"category_scores_gemma":[0.003146875,0.0001825897,0.0001799396,0.0009996245,0.0008695326,0.000720216,0.001449608,0.0009197987,0.0002188572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608215,"about_ca_system_score_gemma":0.0007573009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007152988,"about_ca_topic_score_gemma":0.009253842,"domain_scores_codex":[0.9993321,0.0002514787,0.00002499881,0.00005698444,0.00009545336,0.0002389111],"domain_scores_gemma":[0.9984302,0.0003031755,0.0006884205,0.00003061918,0.0001159222,0.0004316746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019698,0.0001491567,0.9552463,0.0001305678,0.00004427744,0.001816862,0.01942669,0.00006396872,0.000316717,0.002365911,0.002606869,0.01773061],"study_design_scores_gemma":[0.00001186686,0.0002375324,0.938114,0.0002635767,0.0000318479,0.002528733,0.04878081,0.0001727754,0.0001117882,0.001859217,0.007865822,0.00002195943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899497,0.001449882,0.0001187215,0.003371436,0.00004919706,0.00001443742,0.0001050905,0.000002177784,0.004939256],"genre_scores_gemma":[0.9984064,0.0006901635,0.00005499795,0.0002474177,0.00002405275,0.000008355208,0.00002320092,0.000001496213,0.0005440596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007152988,"threshold_uncertainty_score":0.01784617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004854033669130058,"score_gpt":0.2779367313386329,"score_spread":0.2730826976695029,"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."}}