{"id":"W2802339654","doi":"10.1111/imcb.12164","title":"Integration of T‐cell receptor, Notch and cytokine signals programs mouse γδ T‐cell effector differentiation","year":2018,"lang":"en","type":"article","venue":"Immunology and Cell Biology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institutes of Health; Krembil Foundation; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Sunnybrook Research Institute","keywords":"Cell biology; Notch signaling pathway; Biology; Cytokine; T-cell receptor; T cell; Effector; Stromal cell; Receptor; Immunology; Signal transduction; Cancer research; Immune system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803194,0.0003044647,0.0001653831,0.000464663,0.0001195578,0.0004694242,0.0002518734,0.0002479321,0.001317303],"category_scores_gemma":[0.0001056634,0.0002907765,0.0002023786,0.000165847,0.000225787,0.0002222493,0.0002821449,0.0007746302,0.000589939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818537,"about_ca_system_score_gemma":0.0001979861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177205,"about_ca_topic_score_gemma":0.0007352911,"domain_scores_codex":[0.9997509,0.00004120331,0.00003852795,0.00004079002,0.00006426332,0.00006434973],"domain_scores_gemma":[0.9998348,0.00002604401,0.00004279056,0.00002216361,0.00001536704,0.00005885835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005812745,0.000009745771,0.0001020148,0.000007228007,0.00000102965,0.00002138757,0.00001006374,0.00004502966,0.9993594,0.0001073187,0.00000767386,0.0002709433],"study_design_scores_gemma":[0.00001138303,0.0001276372,0.001587341,0.000008378825,0.000008329636,0.000096295,0.00004212879,0.0005502195,0.9965152,0.00005114872,0.0009995402,0.000002383503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955416,0.0004351192,0.001849917,0.00003269758,0.00001434695,0.00002217431,0.000265165,0.00004356986,0.001795321],"genre_scores_gemma":[0.9924228,0.000381611,0.002704212,0.00004436949,0.000007301642,0.0000329711,0.0004495662,0.00003931744,0.003917828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001317303,"threshold_uncertainty_score":0.00440681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009014942215847433,"score_gpt":0.2167815987900358,"score_spread":0.2077666565741884,"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."}}