{"id":"W4205466565","doi":"10.3410/f.717957715.793462110","title":"Faculty Opinions recommendation of A multiply redundant genetic switch 'locks in' the transcriptional signature of regulatory T cells.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transcription factor; FOXP3; Political science; Genetics; Biology; Gene; Immune system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003830958,0.0005091975,0.0005710949,0.001131866,0.00227091,0.005445875,0.001467496,0.003964002,0.402153],"category_scores_gemma":[0.01322077,0.0003822474,0.0008240349,0.001598586,0.001025778,0.002181872,0.001854802,0.00357577,0.170518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297278,"about_ca_system_score_gemma":0.0111566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068149,"about_ca_topic_score_gemma":0.02076256,"domain_scores_codex":[0.9967213,0.0002648674,0.0001526526,0.0003752652,0.002123804,0.0003621151],"domain_scores_gemma":[0.9867508,0.0007319531,0.0005670716,0.0009009345,0.007494932,0.003554339],"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":[0.00003995816,0.00003684852,0.0003812815,0.0001305522,0.00001218267,0.00008299643,0.00004444568,0.00008962986,0.001292577,0.003477389,0.9454144,0.04899779],"study_design_scores_gemma":[0.00001505633,0.00001650079,0.0003792166,0.00007594236,0.000008855488,0.00003202467,0.00007234663,0.0001018022,0.0004188665,0.001277225,0.9975937,0.000008431958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002975638,0.003142889,0.007493266,0.1872889,0.1235075,0.0005544816,0.01088164,0.002783876,0.6613718],"genre_scores_gemma":[0.01745054,0.005388752,0.00687599,0.03895058,0.01922936,0.000224319,0.006870219,0.001298765,0.9037114],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.402153,"threshold_uncertainty_score":0.8527563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449328471998708,"score_gpt":0.3037119010865669,"score_spread":0.2792186163665799,"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."}}