{"id":"W2947340254","doi":"10.1161/hypertensionaha.119.12780","title":"Global REACH 2018","year":2019,"lang":"en","type":"article","venue":"Hypertension","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada); University of British Columbia, Okanagan Campus; University of British Columbia; Queen's University","funders":"","keywords":"Blood viscosity; Internal medicine; Medicine; Cardiology; Endocrinology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001020239,0.0009329707,0.0006617053,0.002165819,0.001232392,0.006427847,0.001313118,0.002824279,0.77647],"category_scores_gemma":[0.003054497,0.0003394246,0.0007040959,0.001539066,0.0006511649,0.003018209,0.004045268,0.001668596,0.7369409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014611,"about_ca_system_score_gemma":0.002443351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955517,"about_ca_topic_score_gemma":0.003587944,"domain_scores_codex":[0.999212,0.0001351102,0.00004942741,0.0001700605,0.0002633456,0.0001699412],"domain_scores_gemma":[0.9986612,0.0001313151,0.00008162198,0.0002254571,0.0004424916,0.000457917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006928283,0.00005542611,0.0004610065,0.0003504154,0.00001026279,0.0001026316,0.00009180874,0.00008494217,0.0005333264,0.007740883,0.8042341,0.1862658],"study_design_scores_gemma":[0.000004329937,0.000006968574,0.000295493,0.0000705506,0.000001239078,0.00004027945,0.0000271983,0.00001771709,0.00003670124,0.000524951,0.9989724,0.000002248946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00077804,0.002322359,0.00149413,0.005391963,0.003648792,0.0001782671,0.007700485,0.003271116,0.9752148],"genre_scores_gemma":[0.00423987,0.002423009,0.001346475,0.002361989,0.0008296826,0.0001567595,0.008331385,0.001233637,0.979077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.77647,"threshold_uncertainty_score":0.3188384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161028732768423,"score_gpt":0.2274125185429106,"score_spread":0.2158022312152263,"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."}}