{"id":"W4255587752","doi":"10.3410/f.726622893.793522409","title":"Faculty Opinions recommendation of Ubiquitin ligase MARCH 8 cooperates with CD83 to control surface MHC II expression in thymic epithelium and CD4 T cell selection.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ubiquitin ligase; Cell biology; Selection (genetic algorithm); Ubiquitin; Biology; Molecular biology; Computer science; Genetics; Gene; Artificial intelligence","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":[0.0009318361,0.002156996,0.001525593,0.0023647,0.0006661707,0.002096412,0.001959191,0.002102455,0.03054073],"category_scores_gemma":[0.004763633,0.0005069637,0.001793339,0.003349396,0.0002914056,0.0009917548,0.001276874,0.001276669,0.03035262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120111,"about_ca_system_score_gemma":0.002150805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967944,"about_ca_topic_score_gemma":0.04873744,"domain_scores_codex":[0.9990836,0.0001422923,0.0001119973,0.0003006364,0.0002240714,0.0001374961],"domain_scores_gemma":[0.9985048,0.0004061187,0.0003063971,0.0002946181,0.0002798066,0.0002083473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008113157,0.00007877762,0.01292114,0.003269474,0.0003391511,0.00009653398,0.00003732799,0.0008290689,0.0007933735,0.000598225,0.9710582,0.009167475],"study_design_scores_gemma":[0.0009647282,0.00009234626,0.03633292,0.0009380471,0.0004067462,0.0002755749,0.00008588521,0.001754121,0.001895739,0.001644882,0.9555439,0.0000652277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009442014,0.0004911199,0.00007554219,0.0001285873,0.00003253122,0.00001004264,0.9971468,0.0002759611,0.0008952223],"genre_scores_gemma":[0.002023474,0.0002172177,0.0002407696,0.00007041106,0.000009252443,0.00003406974,0.9965556,0.00003301274,0.0008162057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03054073,"threshold_uncertainty_score":0.1021689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264879713792419,"score_gpt":0.2985464668837549,"score_spread":0.2858976697458307,"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."}}