{"id":"W3015951060","doi":"10.1161/hypertensionaha.120.14719","title":"Nonvalidated Home Blood Pressure Devices Dominate the Online Marketplace in Australia","year":2020,"lang":"en","type":"article","venue":"Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Libin Cardiovascular Institute of Alberta","funders":"Medical Research Council; South African Medical Research Council; National Research Foundation; National Health and Medical Research Council; British Heart Foundation","keywords":"Blood pressure; Medicine; Cardiology; Computer science; Business; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002229703,0.0002565352,0.0006925054,0.00006950834,0.0001167847,0.00002700231,0.0001678406,0.0001587735,0.0001714362],"category_scores_gemma":[0.0001547556,0.0001519435,0.0001147078,0.0004119625,0.00009099599,0.00009351328,0.0001710724,0.0004609425,0.0001038809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002665948,"about_ca_system_score_gemma":0.00003202901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943855,"about_ca_topic_score_gemma":0.0000842696,"domain_scores_codex":[0.9983571,0.0001296351,0.0003617805,0.000445719,0.0003633047,0.0003425252],"domain_scores_gemma":[0.9989995,0.0001710248,0.00008464902,0.0003747597,0.0002004404,0.0001696172],"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":[0.005826819,0.003135999,0.09258184,0.0018025,0.00492439,0.00593256,0.003807818,0.00009835071,0.3525162,0.0001507828,0.5220785,0.007144243],"study_design_scores_gemma":[0.009992287,0.0007584938,0.3994991,0.0007002868,0.01073887,0.001009465,0.001298662,0.002898061,0.01016635,0.00003645891,0.5622416,0.0006604012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405769,0.01809919,0.000002251897,0.0397542,0.0001690817,0.0006127497,0.00003212136,0.0001366383,0.0006169043],"genre_scores_gemma":[0.9790346,0.0004397787,0.0003374479,0.01854906,0.0002411634,0.00001218088,0.00004300824,0.0000319176,0.001310856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423499,"threshold_uncertainty_score":0.6196077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808359311315118,"score_gpt":0.283732919088494,"score_spread":0.2156493259753428,"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."}}