{"id":"W4390153996","doi":"10.1093/ije/dyad175","title":"Cohort Profile: The Cardiovascular Research Data Catalogue","year":2023,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; European Commission; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Cohort; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04165136,0.00009895412,0.0002978719,0.0001425653,0.0001541173,0.00001365641,0.002317235,0.00008539776,0.0007341471],"category_scores_gemma":[0.01330383,0.00006643886,0.0001381478,0.0002914332,0.000667946,0.0002937992,0.001496108,0.0007702609,0.001891648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253725,"about_ca_system_score_gemma":0.00006252742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023235,"about_ca_topic_score_gemma":0.00006986868,"domain_scores_codex":[0.9950539,0.002384181,0.0006931186,0.0004318745,0.0009761776,0.0004607596],"domain_scores_gemma":[0.9947752,0.003905411,0.0002728417,0.0008278924,0.00008649822,0.000132166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005362846,0.00006274805,0.6779965,0.000005656844,0.000857148,0.000456406,0.000289822,0.006311702,0.0003728464,0.0005598176,0.2134125,0.0996213],"study_design_scores_gemma":[0.0002232366,0.00004430926,0.5984488,0.0000202435,0.00002545412,0.0003074029,0.0001375579,0.002495608,0.00004698829,0.003633902,0.3945424,0.00007413443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122161,0.001520151,0.00954288,0.06223587,0.003328825,0.0008537293,0.0002825355,0.00004758806,0.009972269],"genre_scores_gemma":[0.992376,0.002522227,0.001337056,0.002215118,0.0009071334,0.00002161458,0.0002549029,0.00002199861,0.0003439096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811299,"threshold_uncertainty_score":0.9988855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2859756194534329,"score_gpt":0.4619544778308476,"score_spread":0.1759788583774147,"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."}}