{"id":"W4284682118","doi":"10.1097/gme.0000000000002038","title":"A new tool in the prediction of cardiovascular disease? Perhaps","year":2022,"lang":"en","type":"letter","venue":"Menopause The Journal of The North American Menopause Society","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gerontology; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006781432,0.0008525752,0.001523685,0.002282972,0.001223834,0.002610597,0.001320782,0.003635066,0.006732858],"category_scores_gemma":[0.02033876,0.0003774857,0.0008040258,0.001436193,0.00198721,0.003200298,0.001023293,0.008741309,0.005515985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230169,"about_ca_system_score_gemma":0.004019826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06021765,"about_ca_topic_score_gemma":0.0685008,"domain_scores_codex":[0.996614,0.001381185,0.0003741951,0.0005086306,0.0009334772,0.0001885097],"domain_scores_gemma":[0.989668,0.003892965,0.0005026557,0.0005743843,0.004524149,0.0008377674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006104647,0.0002313324,0.1092349,0.0004756061,0.0003470047,0.001726742,0.0005136571,0.0004172618,0.0006285399,0.009035068,0.4712506,0.4055288],"study_design_scores_gemma":[0.0007080563,0.0006672779,0.0965281,0.006737696,0.0007996341,0.008404485,0.002469385,0.008711763,0.0008023888,0.07636712,0.7974141,0.000390018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005719975,0.04725485,0.00414401,0.9014362,0.01771934,0.00006353291,0.0006158435,0.0001555084,0.02289079],"genre_scores_gemma":[0.2228533,0.0945368,0.03423313,0.5208731,0.07363949,0.000343111,0.001355049,0.0002037436,0.05196233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06021765,"threshold_uncertainty_score":0.1197343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508954258146684,"score_gpt":0.2580579625446378,"score_spread":0.242968419963171,"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."}}