{"id":"W2981154581","doi":"10.1186/s12872-019-1196-y","title":"Modeling lifetime abuse and cardiovascular disease risk among women","year":2019,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Overweight; Disease; Population; Structural equation modeling; Obesity; Clinical psychology; Demography; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002347624,0.000307626,0.0006741328,0.0001568098,0.0006185249,0.0001704734,0.0003588505,0.0001710293,0.0001141741],"category_scores_gemma":[0.0002193956,0.0003202632,0.001882075,0.0004486703,0.0002546136,0.0004600629,0.00009225708,0.0002716036,0.0001412071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110898,"about_ca_system_score_gemma":0.0002102336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008128758,"about_ca_topic_score_gemma":0.00148632,"domain_scores_codex":[0.9958591,0.0008785474,0.0002674943,0.0008899731,0.001259842,0.0008450477],"domain_scores_gemma":[0.9978843,0.0000978436,0.00004253974,0.001335226,0.00008307464,0.0005570282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001002689,0.00009824232,0.5047314,0.0001729913,0.007787396,0.00001770484,0.03280208,0.4180679,0.000002655265,0.0001985041,0.00008881202,0.03593211],"study_design_scores_gemma":[0.01881346,0.0003366231,0.1970305,0.001082958,0.01184359,0.000009508575,0.09985047,0.1617358,0.00001947071,0.0112634,0.4901093,0.00790499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329663,0.05701167,0.005405707,0.00001992581,0.0002944681,0.0009232177,0.000009145799,0.0002128723,0.003156695],"genre_scores_gemma":[0.9547464,0.04437869,0.0001549118,0.00003695655,0.0002342596,0.0001281228,0.000006369496,0.00006062325,0.0002537135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4900205,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007942172372901589,"score_gpt":0.2118875964282073,"score_spread":0.2039454240553057,"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."}}