{"id":"W4406730510","doi":"10.1371/journal.pone.0316230","title":"Cohort profile: A prospective cohort study on newlywed couples in rural and poor urban Bangladesh","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh","keywords":"Demography; Reproductive health; Autonomy; Cohort; Rural area; Psychological intervention; Cohabitation; Cohort study; Marital status; Medicine; Quality of life (healthcare); Gerontology; Psychology; Population; Geography; Political science; Sociology; 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":[0.0009573792,0.0003324787,0.0004119724,0.0008221854,0.001835579,0.0008238138,0.0005100369,0.0004858042,0.002145924],"category_scores_gemma":[0.001409713,0.0006242915,0.0004735509,0.001284786,0.0002410426,0.0009121264,0.001200058,0.000940334,0.0007261962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005268403,"about_ca_system_score_gemma":0.0008244287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04156022,"about_ca_topic_score_gemma":0.054096,"domain_scores_codex":[0.9995285,0.00009803545,0.00005441202,0.0001093217,0.00007930225,0.0001302916],"domain_scores_gemma":[0.9993916,0.00005644187,0.0001290141,0.00009003615,0.0001070375,0.0002259887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027231,0.0001247167,0.9941331,0.00003300732,0.00003007559,0.0003044342,0.002713946,0.00001244754,0.0004291004,0.00004080933,0.00035035,0.001725427],"study_design_scores_gemma":[0.00001478073,0.0003600578,0.989563,0.00004480116,0.00002636084,0.0005027529,0.008179063,0.00007235393,0.00006303862,0.0000303449,0.001128347,0.00001498337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966787,0.0002133257,0.0001879672,0.0000673457,0.00001275924,0.0002307938,0.001985504,0.000004177426,0.0006194866],"genre_scores_gemma":[0.9962611,0.00040815,0.0003292755,0.000171611,0.000008543419,0.0003426746,0.001518387,0.000005349223,0.0009549817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04156022,"threshold_uncertainty_score":0.08263665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505276532481749,"score_gpt":0.3731730398531073,"score_spread":0.3081202745282898,"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."}}