{"id":"W4295242130","doi":"10.1186/s12889-022-14146-0","title":"Socioeconomic inequalities in teenage pregnancy in Nigeria: evidence from Demographic Health Survey","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"University of Southern Queensland","keywords":"Socioeconomic status; Medicine; Pregnancy; Teenage pregnancy; Marital status; Reproductive health; Empowerment; Unintended pregnancy; Demography; Inequality; Biostatistics; Environmental health; Public health; Family planning; Population; Economic growth; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02101873,0.0003776843,0.001209803,0.0009377779,0.001946434,0.00002383943,0.0006783174,0.0001888077,0.001071815],"category_scores_gemma":[0.001132876,0.0003724911,0.00009346434,0.001378715,0.0001433775,0.0005279902,0.0006519734,0.002709502,0.0001460113],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004328337,"about_ca_system_score_gemma":0.01494282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1111195,"about_ca_topic_score_gemma":0.2301788,"domain_scores_codex":[0.969496,0.02321246,0.002806007,0.001405827,0.0005845532,0.002495215],"domain_scores_gemma":[0.9944661,0.002507823,0.001239259,0.0009736872,0.0001037608,0.0007093844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009037676,0.0005453067,0.9581988,0.0009897259,0.000008727123,0.000003665122,0.03014027,0.00003828018,0.000002028713,0.0005399701,0.006525493,0.002917353],"study_design_scores_gemma":[0.001296099,0.0002960892,0.9671801,0.0008641778,6.358794e-7,0.00000119061,0.02455334,0.00006971688,1.463053e-7,0.000659091,0.00477681,0.0003025641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406465,0.01836615,0.0004426472,0.0338374,0.002049953,0.003632441,0.0006810596,0.0001943044,0.0001495724],"genre_scores_gemma":[0.9840117,0.003598858,0.0003106764,0.00914789,0.0003478044,0.0009575935,0.0005275189,0.00007754995,0.001020486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190593,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3143325356708906,"score_gpt":0.4543253089918778,"score_spread":0.1399927733209871,"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."}}