{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01728722,0.001181994,0.002423522,0.02183013,0.001114619,0.007699977,0.003994987,0.002500716,0.06821728],"category_scores_gemma":[0.0647031,0.001447199,0.001886645,0.02882727,0.0005308894,0.004883667,0.005334611,0.002525123,0.06950603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491702,"about_ca_system_score_gemma":0.0129311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636161,"about_ca_topic_score_gemma":0.01545776,"domain_scores_codex":[0.9903171,0.00181757,0.004688305,0.0008898631,0.001804317,0.0004827255],"domain_scores_gemma":[0.931949,0.02303899,0.006538272,0.01466631,0.01888383,0.004923655],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006760446,0.00006327542,0.006605711,0.00537176,0.0002245321,0.000198701,0.0004675793,0.0005686719,0.0009109589,0.01513359,0.8682668,0.1015124],"study_design_scores_gemma":[0.000148525,0.00002236369,0.00423818,0.001221598,0.00007361753,0.000118944,0.00009624822,0.0001514847,0.000223774,0.003717433,0.9899334,0.00005427087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0007594596,0.001485604,0.009723495,0.001188916,0.0003116041,0.0008298351,0.9690946,0.004837116,0.0117693],"genre_scores_gemma":[0.002104262,0.00154288,0.01522945,0.0008420434,0.0001857208,0.001143436,0.9736567,0.001272254,0.004023383],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9827128,"threshold_uncertainty_score":0.2282096,"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."}}