{"id":"W7162029195","doi":"10.82308/22021","title":"Phenome-Wide and Genome-Wide Analyses in CLSA Biobank and Interactive Web-Based Platform for the Results Sharing","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biobank; Genetic inheritance; Genome-wide association study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.009817741,0.001410862,0.002062107,0.0115902,0.001680065,0.00542134,0.003104857,0.00198179,0.1285193],"category_scores_gemma":[0.02471175,0.001154251,0.002303144,0.01505264,0.0007756929,0.002890375,0.007477459,0.002260182,0.05011215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624252,"about_ca_system_score_gemma":0.007121132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260658,"about_ca_topic_score_gemma":0.01743031,"domain_scores_codex":[0.9953111,0.001082798,0.0009394104,0.001312914,0.0009114466,0.0004424277],"domain_scores_gemma":[0.9784187,0.006511569,0.002459875,0.006139738,0.004066254,0.002403774],"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":[0.00297894,0.0002091818,0.02323509,0.00504491,0.0009408912,0.0008539798,0.001540624,0.001088886,0.007294195,0.0075309,0.9021508,0.04713169],"study_design_scores_gemma":[0.0008940151,0.00008845374,0.05635924,0.001191883,0.0004225562,0.000473055,0.0008075209,0.002155089,0.00313406,0.01495827,0.9192764,0.0002395365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.006141562,0.0008003974,0.01029956,0.001829576,0.0003030492,0.0005088421,0.9510828,0.0169892,0.01204505],"genre_scores_gemma":[0.02378675,0.0009200184,0.03297671,0.001678298,0.000214143,0.002941782,0.9237167,0.004943935,0.008821662],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9968951,"threshold_uncertainty_score":0.42994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329749524856482,"score_gpt":0.3382299898185789,"score_spread":0.3049324945700141,"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."}}