{"id":"W2885189590","doi":"10.1097/mbp.0000000000000344","title":"Adequacy of validation of wide-range cuffs used with home blood pressure monitors","year":2018,"lang":"en","type":"review","venue":"Blood Pressure Monitoring","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Cuff; Circumference; Protocol (science); Physical therapy; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006048245,0.00112266,0.005822559,0.0005911377,0.000183318,0.00004814612,0.0006123466,0.0009280697,0.00004818299],"category_scores_gemma":[0.0002281257,0.0008290914,0.0008783733,0.000794389,0.0003448347,0.0002607465,0.0003535764,0.0009293451,0.00001174813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005182552,"about_ca_system_score_gemma":0.0003659333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001517777,"about_ca_topic_score_gemma":0.000002188238,"domain_scores_codex":[0.9946086,0.0003612154,0.001766845,0.001106107,0.001465465,0.0006918074],"domain_scores_gemma":[0.9943216,0.0008014278,0.001767128,0.001708147,0.001118818,0.0002829117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015326,0.006827118,0.1288168,0.519123,0.2516239,0.0007182656,0.004605355,0.00004094035,0.001068323,0.00007936767,0.00530083,0.08078083],"study_design_scores_gemma":[0.00271256,0.001103326,0.0005462432,0.04754736,0.3179168,0.0001744413,0.00009035235,0.000001070156,0.01740802,0.000008244026,0.611714,0.0007775997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002286943,0.9936846,0.000005741174,0.0000298829,0.001033533,0.002092656,0.0001840275,0.0001778841,0.0005046829],"genre_scores_gemma":[0.03004121,0.9637151,0.001257743,0.00001101342,0.00272036,0.0002533356,0.00007274128,0.0002689658,0.001659526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6064132,"threshold_uncertainty_score":0.999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288741917682653,"score_gpt":0.3160441667969647,"score_spread":0.2531567476201382,"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."}}