{"id":"W4213155269","doi":"10.3410/f.1108637.564721","title":"Faculty Opinions recommendation of Not always the bad guys: B cells as regulators of autoimmune pathology.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Regulatory B cells; Immune system; Immunology; Medicine; Receptor; Interleukin 10; Biology; Internal medicine","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":[0.001003152,0.0008093505,0.0009715779,0.004369788,0.0005248674,0.002219555,0.001582652,0.0009491195,0.07636447],"category_scores_gemma":[0.01075485,0.0002935421,0.0009775558,0.008131025,0.0001872544,0.00135996,0.001127245,0.001222768,0.03758674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013807,"about_ca_system_score_gemma":0.002594912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358985,"about_ca_topic_score_gemma":0.02811681,"domain_scores_codex":[0.9990574,0.0001870171,0.0001482028,0.0002044249,0.0003056669,0.00009732669],"domain_scores_gemma":[0.9964327,0.001135187,0.00065147,0.0003984941,0.0008988481,0.0004834264],"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":[0.0001235166,0.00001211987,0.003011398,0.002330684,0.000109932,0.00002944384,0.00001800915,0.0001282476,0.0001045078,0.0003595115,0.9807438,0.0130288],"study_design_scores_gemma":[0.0001888442,0.00001865474,0.01165689,0.0008090793,0.0001270185,0.00008168719,0.00006071241,0.0002777035,0.0002321785,0.0008880614,0.9856384,0.00002075236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004806505,0.0009402333,0.00009483869,0.0006735527,0.00008279239,0.00002730789,0.9952082,0.0002430512,0.002249459],"genre_scores_gemma":[0.002371962,0.001113498,0.0007168959,0.0002869299,0.00004135055,0.0001096685,0.992681,0.00008438916,0.00259429],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07636447,"threshold_uncertainty_score":0.2554646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272971962416657,"score_gpt":0.3018449019201695,"score_spread":0.2791151822960029,"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."}}