{"id":"W7165500001","doi":"","title":"Modelos predictivos de complicaciones cardiovasculares de la hipertensión","year":2025,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Marital status; Confidence interval; Angina; Descriptive statistics; Heart failure; Canadian Cardiovascular Society; Atrial fibrillation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001139409,0.0003795847,0.0004980743,0.0002108077,0.0005476628,0.0002157547,0.0006798641,0.0005853163,0.000751039],"category_scores_gemma":[0.0001169657,0.0004354761,0.0003160126,0.0005038751,0.0011375,0.0004466835,0.0005002568,0.0005645886,0.0002382873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657656,"about_ca_system_score_gemma":0.0002599541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067897,"about_ca_topic_score_gemma":0.00006757867,"domain_scores_codex":[0.9964287,0.001140001,0.0002546977,0.0006606129,0.0004607416,0.001055281],"domain_scores_gemma":[0.9981269,0.0005051035,0.00009379502,0.0006393332,0.00001122857,0.0006236166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004326882,0.001350961,0.7611071,0.000630436,0.001149187,0.0009703075,0.01035364,0.04885158,0.01592037,0.02487541,0.05911185,0.07524648],"study_design_scores_gemma":[0.001270764,0.00006995951,0.8089266,0.0001462405,0.0002332565,0.0000708645,0.002260618,0.02689874,0.0004903025,0.002618306,0.1565881,0.0004261694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644677,0.001511009,0.007557376,0.002691308,0.0001421575,0.000439562,0.0001273697,0.0001579758,0.1229055],"genre_scores_gemma":[0.9935884,0.002481835,0.00154488,0.001222181,0.0001132266,0.00002850705,0.00003102705,0.00003776004,0.0009521814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291207,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691141167275324,"score_gpt":0.2449175438763782,"score_spread":0.2380061322036249,"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."}}