{"id":"W2150080038","doi":"10.2105/ajph.2012.301116","title":"Marital Status, Duration of Cohabitation, and Psychosocial Well-Being Among Childbearing Women: A Canadian Nationwide Survey","year":2012,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cohabitation; Demography; Odds ratio; Confidence interval; Marital status; Medicine; Psychosocial; Odds; Domestic violence; Depression (economics); Logistic regression; Poison control; Gerontology; Injury prevention; Population; Psychiatry; Environmental health; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007909223,0.00006622265,0.0002180846,0.0003626983,0.0005595419,0.00008056327,0.00009790661,0.00004268092,0.00001791419],"category_scores_gemma":[0.001187073,0.00006606847,0.00003198158,0.0006889202,0.0003813922,0.0008299797,0.000008674358,0.0002182869,9.245578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006059905,"about_ca_system_score_gemma":0.002529461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.285112,"about_ca_topic_score_gemma":0.3380159,"domain_scores_codex":[0.9975029,0.000989315,0.000512382,0.00007294387,0.0003722202,0.0005502817],"domain_scores_gemma":[0.9975061,0.0002492532,0.0007971675,0.00005294174,0.0003956726,0.0009988688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002809396,0.00002624481,0.9307476,0.00000442691,0.00002218397,1.626904e-7,0.04799914,0.000004690292,6.67259e-7,0.01041221,0.0001087874,0.01067114],"study_design_scores_gemma":[0.0001408204,0.00009672427,0.9743652,0.00001553919,0.000002176812,0.00000193836,0.0224942,0.00004403905,4.182014e-8,0.0003651669,0.002413145,0.00006095988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903178,0.000122028,0.000722539,0.00659972,0.0003425388,0.0001025523,0.000009384405,0.000005155118,0.00177825],"genre_scores_gemma":[0.9984892,0.0003187278,0.0006050575,0.00032834,0.0002058007,0.000001697173,0.000009120544,0.000008549639,0.00003353145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05290387,"threshold_uncertainty_score":0.7196485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245173062349319,"score_gpt":0.3080457499698572,"score_spread":0.2835284437349253,"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."}}