{"id":"W4243922407","doi":"10.12688/wellcomeopenres.15470.1","title":"Study protocol: The INTERMAP China Prospective (ICP) study","year":2019,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Natural Environment Research Council; Wellcome; Canadian Institutes of Health Research; King’s College London; Peking University; National Natural Science Foundation of China; Environmental Protection Agency; Ministry of Education, Culture, Sports, Science and Technology; Medical Research Council; Sight Research UK; Northern Ireland Chest, Heart and Stroke Association","keywords":"Prospective cohort study; Medicine; Arterial stiffness; Cohort study; Environmental health; Cohort; Blood pressure; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01290189,0.003215885,0.002972898,0.002075159,0.003217045,0.002356593,0.002926152,0.002751515,0.04435633],"category_scores_gemma":[0.01224679,0.002312539,0.001499532,0.002847014,0.001213628,0.0023192,0.001296271,0.003267375,0.01502333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495497,"about_ca_system_score_gemma":0.01271922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006137717,"about_ca_topic_score_gemma":0.01027306,"domain_scores_codex":[0.9945697,0.002305323,0.001000693,0.001056738,0.0006284218,0.0004391757],"domain_scores_gemma":[0.9944037,0.0005190959,0.0007143613,0.001304068,0.002271189,0.000787657],"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":[0.1146954,0.01156818,0.07470097,0.0322773,0.002134564,0.003047906,0.003509022,0.002837963,0.00477762,0.01220621,0.6387922,0.09945289],"study_design_scores_gemma":[0.1078822,0.01392306,0.2347487,0.01767993,0.001772227,0.001728307,0.00314584,0.007017314,0.002878162,0.01563882,0.5928748,0.0007106406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01424091,0.00174429,0.0115664,0.001423366,0.001660049,0.8974174,0.06175572,0.000388989,0.009802829],"genre_scores_gemma":[0.01695083,0.0007081624,0.007596814,0.001721962,0.0004115528,0.9539648,0.01571365,0.00005427487,0.002878002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04435633,"threshold_uncertainty_score":0.1483868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168809816455021,"score_gpt":0.46727616306287,"score_spread":0.298466346607849,"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."}}