{"id":"W4240667566","doi":"10.3410/f.717982857.793472018","title":"Faculty Opinions recommendation of Rif1 prevents resection of DNA breaks and promotes immunoglobulin class switching.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Class (philosophy); DNA; Antibody; Immunoglobulin class switching; Computational biology; Computer science; Genetics; Biology; Artificial intelligence; B cell","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":[0.001473182,0.002217507,0.00219066,0.003318771,0.0007744675,0.002976604,0.002865553,0.002867348,0.07550041],"category_scores_gemma":[0.01213422,0.0006360011,0.002472423,0.004745824,0.0003485345,0.00145822,0.001542403,0.001723129,0.06171326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507279,"about_ca_system_score_gemma":0.003533031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02428441,"about_ca_topic_score_gemma":0.05319457,"domain_scores_codex":[0.9985196,0.0002914165,0.0001987365,0.0004574551,0.0003501503,0.000182586],"domain_scores_gemma":[0.9961913,0.001330239,0.0006569371,0.0006172688,0.0008139966,0.0003902645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003621606,0.00003067472,0.00358571,0.002550751,0.0002014936,0.00003822354,0.00001568347,0.0003079348,0.0002087356,0.0002988932,0.9870509,0.005348925],"study_design_scores_gemma":[0.001493914,0.00007207222,0.01604598,0.001652095,0.0005611231,0.0002120993,0.00005289819,0.001134821,0.0009343018,0.002030919,0.9757456,0.0000641372],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002418309,0.0004046721,0.00006001046,0.0001826739,0.0000364162,0.00001022629,0.9980531,0.0002381806,0.0007730256],"genre_scores_gemma":[0.001347551,0.0003446077,0.0003383961,0.0001991241,0.00002371241,0.00005788204,0.996654,0.00006735284,0.0009672635],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07550041,"threshold_uncertainty_score":0.252574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911889957865735,"score_gpt":0.309568450634505,"score_spread":0.2904495510558476,"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."}}