{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.02184908,0.0006459728,0.0007924774,0.0002089243,0.001248834,0.001378585,0.008178127,0.0002365359,0.007883738],"category_scores_gemma":[0.0004293302,0.0004500575,0.0001318834,0.0007824796,0.0008262822,0.0004598288,0.05064884,0.006008809,0.01282181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215263,"about_ca_system_score_gemma":0.0002770268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591377,"about_ca_topic_score_gemma":0.001965115,"domain_scores_codex":[0.9846393,0.006389438,0.0008801682,0.003191197,0.003405513,0.001494381],"domain_scores_gemma":[0.9946007,0.0005494595,0.0003458597,0.004093905,0.00005874961,0.0003513522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004054321,0.006656266,0.9571285,0.0001082506,0.0001903427,0.0001882027,0.02262272,0.0008127299,0.00005227133,0.0000253826,0.004051553,0.007758345],"study_design_scores_gemma":[0.002546668,0.002064317,0.9669775,0.0001500365,0.00002705763,0.000004761433,0.0142406,0.0003525441,0.00009600123,0.001268286,0.01170868,0.0005635683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3505395,0.00000440922,0.00002210986,0.000840143,0.0001589798,0.4835405,0.00001710935,0.00003902953,0.1648382],"genre_scores_gemma":[0.6512227,0.000004611974,0.00005076949,0.00008881062,0.00009302351,0.3386714,0.000006102297,0.00009023463,0.009772358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3006832,"threshold_uncertainty_score":0.9997951,"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."}}