{"id":"W7132922688","doi":"","title":"Development of a Cardiovascular Risk Prediction Model for Individuals with Psoriasis and Psoriatic Arthritis","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Krembil Foundation; University of Toronto; Arthritis Society; National Psoriasis Foundation","keywords":"Psoriatic arthritis; Framingham Risk Score; Psoriasis; Risk factor; Disease; Natriuretic peptide; Troponin I; Biomarker","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001909088,0.0008215557,0.0008870697,0.001035689,0.0005036725,0.001105468,0.0008897052,0.0005959305,0.002331355],"category_scores_gemma":[0.003089398,0.0003635208,0.001123837,0.000428755,0.0001544413,0.0003379644,0.0006013216,0.001297179,0.0007361405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230655,"about_ca_system_score_gemma":0.001318794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112731,"about_ca_topic_score_gemma":0.007041883,"domain_scores_codex":[0.9996555,0.0001261353,0.00002584644,0.0001010141,0.00004876681,0.0000427598],"domain_scores_gemma":[0.9991239,0.0005498832,0.00006735568,0.00002933325,0.0001746056,0.00005488725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001299829,0.0007933246,0.2514683,0.0001318019,0.0009922815,0.0007408656,0.0002542572,0.5385291,0.002757224,0.001957767,0.009026072,0.1920492],"study_design_scores_gemma":[0.00002776636,0.00008083575,0.006296004,0.00001669685,0.00007134369,0.0000685581,0.00002163305,0.991982,0.0002195228,0.0007550218,0.0004495402,0.00001099712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5940779,0.0008049766,0.3925751,0.002276685,0.0002632274,0.0004264489,0.003581135,0.002564376,0.003430182],"genre_scores_gemma":[0.9181072,0.0003114714,0.07568288,0.0001677409,0.00008747248,0.0004593688,0.002843447,0.00005758784,0.002282897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112731,"threshold_uncertainty_score":0.02212507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710493366962842,"score_gpt":0.2854965677872721,"score_spread":0.2683916341176437,"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."}}