{"id":"W2979540551","doi":"10.12688/wellcomeopenres.15470.2","title":"Study protocol: The INTERMAP China Prospective (ICP) study","year":2020,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; National Institutes of Health; King’s College London; Peking University; Environmental Protection Agency; Ministry of Education, Culture, Sports, Science and Technology; Public Health England; National Natural Science Foundation of China; MRC-PHE Centre for Environment and Health; King's College London; Northern Ireland Chest, Heart and Stroke Association; Wellcome Trust; Canadian Institutes of Health Research; Wellcome","keywords":"Prospective cohort study; Medicine; Arterial stiffness; Cohort study; Environmental health; Cohort; Blood pressure; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.01545476,0.0006368858,0.0007774563,0.0001507386,0.001455009,0.001403422,0.008107425,0.0001979223,0.006786468],"category_scores_gemma":[0.0006416344,0.000454419,0.00013074,0.0009770023,0.0009026756,0.0003978731,0.05524809,0.006446301,0.007572564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772773,"about_ca_system_score_gemma":0.0002556381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322894,"about_ca_topic_score_gemma":0.001842724,"domain_scores_codex":[0.9846683,0.006450243,0.0008945217,0.003304013,0.00333764,0.00134525],"domain_scores_gemma":[0.9956999,0.0004512265,0.0003156931,0.002967237,0.00004902582,0.0005168498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000767031,0.008881395,0.9119862,0.0001630128,0.0003268714,0.0007254131,0.05390705,0.0003769076,0.0001577733,0.00005914739,0.008393648,0.01425554],"study_design_scores_gemma":[0.002414095,0.002392896,0.9600374,0.0001192906,0.00003279192,0.000004668795,0.01741272,0.0003556922,0.0001421382,0.002961505,0.01354527,0.000581531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.246382,0.000004850554,0.00003818516,0.003972,0.0001317399,0.5920757,0.00002520812,0.00007132358,0.157299],"genre_scores_gemma":[0.6392474,0.000004134178,0.00008196998,0.0001627775,0.0001254669,0.357697,0.000006370934,0.00008815801,0.002586675],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3928654,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2214933466936781,"score_gpt":0.4752528302671057,"score_spread":0.2537594835734276,"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."}}