{"id":"W7162072031","doi":"10.82308/21216","title":"The influence of genetics and psychosocial factors on cardiovascular diseases","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Depression (economics); Epidemiology; Genetic epidemiology; Disease; Logistic regression; Genome-wide association study; Odds ratio; Social isolation; Marital status","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471023,0.0004385568,0.0003247174,0.000910921,0.0007496479,0.0007181718,0.000426679,0.0004161726,0.001760864],"category_scores_gemma":[0.004132115,0.0001507053,0.0006286195,0.001258981,0.0007807066,0.0002609344,0.0006019354,0.0005796838,0.0001435874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137524,"about_ca_system_score_gemma":0.001780822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08269051,"about_ca_topic_score_gemma":0.08484929,"domain_scores_codex":[0.9985793,0.00050332,0.000093808,0.0002821058,0.0003159388,0.000225533],"domain_scores_gemma":[0.9973468,0.0008843399,0.0007005735,0.0001931998,0.0003445392,0.0005306496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004561337,0.00002053048,0.997092,0.00001269415,0.0001629846,0.00007565037,0.00006346253,0.00004782292,0.0001382757,0.00006271319,0.00007709162,0.002201145],"study_design_scores_gemma":[0.000001386273,0.00001997306,0.9995955,0.000006292136,0.00003731736,0.00006243102,0.00003854695,0.00005960499,0.00001749458,0.000044988,0.0001149747,0.000001592099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938701,0.0023312,0.0003837504,0.000415333,0.00003559981,0.00002781056,0.0009399726,0.00001074938,0.001985435],"genre_scores_gemma":[0.9987291,0.0004341571,0.0002752686,0.00006248146,0.00001847808,0.000009367121,0.0002816315,0.000002958125,0.0001865496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08269051,"threshold_uncertainty_score":0.1644184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008561995337782286,"score_gpt":0.2646148696526889,"score_spread":0.2560528743149066,"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."}}