{"id":"W6922838579","doi":"10.1371/journal.pgph.0003406.s006","title":"Hypertension diagnosis codes.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Pandemic; Health care; Primary health care; Confidence interval; Depression (economics); Telehealth; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002972814,0.0003740111,0.0006116591,0.001623525,0.0007763137,0.0007231599,0.000619903,0.0006549541,0.2249209],"category_scores_gemma":[0.003869878,0.0001569927,0.0004857801,0.001971068,0.000135712,0.0008901483,0.0007426062,0.001167302,0.05591029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305903,"about_ca_system_score_gemma":0.00142116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212808,"about_ca_topic_score_gemma":0.02218384,"domain_scores_codex":[0.9993931,0.00009937846,0.0001302987,0.000114593,0.0001473362,0.0001152583],"domain_scores_gemma":[0.9986436,0.0002636327,0.000330859,0.00008293427,0.000404862,0.0002741783],"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":[0.000273472,0.0001348229,0.03195189,0.0007735376,0.00004405642,0.0005685393,0.0001787698,0.0001320714,0.0001775159,0.001977903,0.9064499,0.05733764],"study_design_scores_gemma":[0.0007381196,0.0001811941,0.2728829,0.00294013,0.0001117152,0.002814644,0.0005663619,0.001499777,0.0003497328,0.009627564,0.7081618,0.0001260015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01430647,0.004981303,0.001854122,0.01000174,0.002343517,0.001048616,0.5698047,0.001514819,0.3941447],"genre_scores_gemma":[0.2166792,0.01058622,0.005164409,0.01313332,0.004436042,0.00246062,0.5521761,0.0007000846,0.1946641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2249209,"threshold_uncertainty_score":0.7524353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07478071188284521,"score_gpt":0.329796594917539,"score_spread":0.2550158830346938,"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."}}