{"id":"W4365140352","doi":"10.4018/978-1-6684-7366-5.ch036","title":"Risk of Hypertension During Development in Information Technology","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in information quality and management","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Medicine; Obesity; Marital status; Physical activity; Work (physics); Quarter (Canadian coin); Gerontology; Environmental health; Physical therapy; Internal medicine; Geography; Engineering; Population","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":[0.0002154086,0.0001138071,0.0001265548,0.0005310311,0.0002758734,0.000743389,0.0002281968,0.0004191584,0.01619005],"category_scores_gemma":[0.00115637,0.00008536832,0.0002197723,0.0009266457,0.000095851,0.0005563365,0.0002975077,0.0006069497,0.004200412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566249,"about_ca_system_score_gemma":0.0003352693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901728,"about_ca_topic_score_gemma":0.006093405,"domain_scores_codex":[0.9998348,0.00003343352,0.000007447012,0.00001395362,0.00008927049,0.00002118692],"domain_scores_gemma":[0.9994928,0.0002228096,0.00008585176,0.00001823746,0.00007230932,0.0001079489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001980864,0.0003456961,0.2343271,0.0006098831,0.00006956291,0.003229144,0.001572289,0.0003036373,0.001036407,0.01249864,0.2602275,0.4855821],"study_design_scores_gemma":[0.00002826867,0.0003843344,0.5241454,0.001259503,0.00009997933,0.01307601,0.001045554,0.0006640884,0.0006052152,0.006488124,0.4521714,0.00003218291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1870392,0.1028142,0.001664203,0.01741226,0.001959064,0.0001262198,0.006205519,0.0004206634,0.6823586],"genre_scores_gemma":[0.4109266,0.09806368,0.003394314,0.005827719,0.001732204,0.0001374353,0.004057239,0.0001139823,0.4757467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01619005,"threshold_uncertainty_score":0.05416113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693626519311231,"score_gpt":0.282624900648995,"score_spread":0.2456886354558827,"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."}}