{"id":"W4402884329","doi":"10.2139/ssrn.4965938","title":"Hypertension Treatment and Control in Canadians with Diabetes","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Diabetes mellitus; Hypertension treatment; Control (management); Medicine; Internal medicine; Economics; Endocrinology; Blood pressure; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00133009,0.0004561098,0.000774227,0.001389138,0.003912058,0.001829196,0.001583665,0.00148882,0.00482729],"category_scores_gemma":[0.006584025,0.000437408,0.001360909,0.007899884,0.0006986876,0.0006533671,0.0007864775,0.001837577,0.0003098004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02283541,"about_ca_system_score_gemma":0.03531895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929271,"about_ca_topic_score_gemma":0.9925179,"domain_scores_codex":[0.9981665,0.0002757908,0.0001333319,0.0001835632,0.0005864143,0.000654341],"domain_scores_gemma":[0.9968134,0.000335747,0.0006339448,0.00009478344,0.001242192,0.000879919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008326987,0.0002929361,0.9824765,0.0001630919,0.0004150959,0.0001509432,0.001183307,0.00008317027,0.00008867066,0.0005264191,0.005277799,0.00850943],"study_design_scores_gemma":[0.0001097623,0.00007071281,0.9939057,0.0001322346,0.0002331475,0.00006914105,0.002549973,0.0001141167,0.00002983455,0.00009140633,0.002668096,0.0000258685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632049,0.01169811,0.00008443582,0.004034476,0.0002402306,0.00005774223,0.008778898,0.000009191958,0.01189211],"genre_scores_gemma":[0.9896666,0.003961793,0.0001897641,0.0009739566,0.0001050753,0.00002945099,0.002992808,0.000007026729,0.002073412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283541,"threshold_uncertainty_score":0.1656833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078077571199193,"score_gpt":0.2264607329921699,"score_spread":0.2156799572801779,"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."}}