{"id":"W3179541873","doi":"","title":"GENETICALLY INFORMATIVE DESIGNS FOR THE STUDY OF HEALTH ASSOCIATED BIOMARKERS","year":2021,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Computer science; Computational biology; Biology","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":[0.110243,0.002052427,0.002680416,0.003299645,0.002633502,0.002779156,0.002625589,0.005135305,0.02176972],"category_scores_gemma":[0.2200921,0.001517899,0.002042711,0.00475162,0.004428542,0.002226419,0.004421148,0.004398081,0.003134401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388319,"about_ca_system_score_gemma":0.002996428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009758887,"about_ca_topic_score_gemma":0.001006818,"domain_scores_codex":[0.7764661,0.1983971,0.005334476,0.008506342,0.01001091,0.001285061],"domain_scores_gemma":[0.8026327,0.1198934,0.01942866,0.05034368,0.005889451,0.001812009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01973711,0.00228147,0.03544589,0.004409978,0.005222925,0.001483982,0.004915573,0.006638917,0.01076003,0.5776238,0.02799164,0.3034889],"study_design_scores_gemma":[0.01069392,0.016582,0.04261894,0.003033319,0.003977047,0.002524994,0.001372152,0.0249207,0.009793887,0.6844994,0.1993935,0.0005901521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02896858,0.003032713,0.9263024,0.002544774,0.002948751,0.01830682,0.004230446,0.0008332789,0.0128323],"genre_scores_gemma":[0.1020516,0.001802257,0.7959161,0.002182,0.0007747308,0.09135532,0.001244081,0.0002163198,0.004457658],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.110243,"threshold_uncertainty_score":0.5830278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668112304087007,"score_gpt":0.309730897603395,"score_spread":0.2630497745625249,"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."}}