{"id":"W2886921195","doi":"10.1093/inthealth/ihy057","title":"Time to onset of type 2 diabetes mellitus in Ghana","year":2018,"lang":"en","type":"article","venue":"International Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Type 2 Diabetes Mellitus; Medicine; Diabetes mellitus; Internal medicine; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003161532,0.0001354701,0.0001457804,0.0005388046,0.0001985014,0.0003747804,0.0001969887,0.0002322269,0.004939591],"category_scores_gemma":[0.002319648,0.0001701053,0.0002288053,0.0009557396,0.0001366317,0.000288005,0.0002814938,0.0004969764,0.0002483293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055029,"about_ca_system_score_gemma":0.0005072375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176371,"about_ca_topic_score_gemma":0.02326565,"domain_scores_codex":[0.9997851,0.00007375362,0.00002093681,0.00004140057,0.0000260142,0.00005271673],"domain_scores_gemma":[0.9984498,0.0003336746,0.0009585614,0.00002082578,0.00005030614,0.0001868406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007989999,0.00002781035,0.9972358,0.00002529576,0.00001738217,0.00027733,0.0001735376,0.00007988261,0.00006698827,0.00003800217,0.0001946933,0.001783336],"study_design_scores_gemma":[0.000006881097,0.00004557921,0.9979495,0.00004552912,0.0000108969,0.0005363747,0.0006963402,0.0001786034,0.00002968219,0.00004943365,0.0004480862,0.000003048533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966911,0.001029784,0.0001125435,0.0002984149,0.00001191359,0.00001176505,0.0009939809,0.000005228825,0.0008452549],"genre_scores_gemma":[0.9987702,0.0005650356,0.0001112327,0.000028383,0.000006520075,0.00000744239,0.0003027621,0.000001919064,0.0002064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02176371,"threshold_uncertainty_score":0.04327404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588619805147373,"score_gpt":0.3075057422927224,"score_spread":0.2916195442412486,"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."}}