{"id":"W4402630676","doi":"10.1101/2024.09.18.24313892","title":"Cohort profile: design, sociodemographic characteristics, chronic disease risk factors, and baseline hypertension and diabetes care cascades of the open, prospective Community-Based chronic disease Care Lesotho (ComBaCaL) cohort","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"World Diabetes Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Cohort; Diabetes mellitus; Prospective cohort study; Baseline (sea); Disease; Cohort study; Chronic care; Chronic disease; Gerontology; Internal medicine; Political science","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":[0.003737067,0.000499082,0.0003367861,0.0010382,0.001443673,0.001027369,0.0008155991,0.0004843036,0.004744522],"category_scores_gemma":[0.004195577,0.0004828166,0.0008462105,0.001103078,0.0004275813,0.0006202825,0.001331033,0.0006150649,0.0008287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052669,"about_ca_system_score_gemma":0.002544977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02621887,"about_ca_topic_score_gemma":0.03481098,"domain_scores_codex":[0.998329,0.0007168792,0.0001513308,0.0002809884,0.0002809506,0.0002408441],"domain_scores_gemma":[0.9980662,0.0001998621,0.0004251932,0.0003535945,0.0004805112,0.0004745348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003878463,0.0005330118,0.9776019,0.0001707089,0.0003936419,0.0002840547,0.0008062199,0.000129588,0.0007582235,0.0003919057,0.00716106,0.007891231],"study_design_scores_gemma":[0.001300548,0.00251443,0.9820012,0.0001626067,0.0004813072,0.0006397024,0.001815212,0.0009163846,0.0004827,0.0003837081,0.009238561,0.00006355852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552114,0.0004415651,0.003085819,0.0006104863,0.0001238127,0.005427725,0.03156871,0.0000665281,0.003464031],"genre_scores_gemma":[0.9588036,0.0002197653,0.005280827,0.0006068455,0.0001175614,0.01066599,0.02022134,0.00003852106,0.004045577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621887,"threshold_uncertainty_score":0.05213249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442276547332374,"score_gpt":0.2897721914342162,"score_spread":0.2553494259608924,"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."}}