{"id":"W4293225776","doi":"10.21203/rs.3.rs-1253025/v1","title":"Implementing Screening for Hypertension in Archetypal HIV Primary Care: A Mixed-Methods Assessment","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"University of California, San Francisco; Center for AIDS Research, University of Washington; National Institutes of Health","keywords":"Medicine; Overweight; Staffing; Body mass index; Family medicine; Pediatrics; Internal medicine; Nursing","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":[0.0502317,0.0006147051,0.0007851907,0.003570677,0.002255422,0.003368065,0.002091384,0.0009595586,0.001722663],"category_scores_gemma":[0.06224566,0.001135051,0.001758655,0.004218565,0.001118348,0.002294373,0.004896014,0.0009731399,0.0002694036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003884923,"about_ca_system_score_gemma":0.005106563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00981255,"about_ca_topic_score_gemma":0.01524728,"domain_scores_codex":[0.9606369,0.03098086,0.003186934,0.0008676891,0.003113073,0.001214662],"domain_scores_gemma":[0.9482723,0.03223337,0.008746079,0.002766839,0.006783436,0.001197897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005746065,0.001827873,0.8207012,0.002060569,0.0006555732,0.000450611,0.1167851,0.0002270021,0.0003789672,0.0005502861,0.0005436422,0.05524444],"study_design_scores_gemma":[0.0004677658,0.006663375,0.7481433,0.002698482,0.0007817227,0.0007847793,0.2298015,0.004320726,0.001190819,0.0008555506,0.004177022,0.0001150252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933236,0.0005673221,0.001718461,0.0003332626,0.00001088956,0.002722319,0.0004376621,0.000009347918,0.0008772225],"genre_scores_gemma":[0.9836473,0.0008277411,0.007769295,0.0004508546,0.00002020661,0.006460933,0.0004012195,0.000007098534,0.0004153691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0502317,"threshold_uncertainty_score":0.2656538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436467036994992,"score_gpt":0.530318670447089,"score_spread":0.3866719667475899,"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."}}