{"id":"W2556245106","doi":"10.1158/1078-0432.ccr-16-1708","title":"Rapid and Continued T-Cell Differentiation into Long-term Effector and Memory Stem Cells in Vaccinated Melanoma Patients","year":2016,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Center of Competence in Research Chemical Biology; Swiss Cancer Research Foundation; Ludwig Institute for Cancer Research; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Cancer Research Institute; National Science Foundation","keywords":"Effector; Stem cell; Melanoma; Immunology; Biology; Cancer research; Medicine; Cell biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001956512,0.000171607,0.0002721712,0.0002117547,0.0002235227,0.0002425566,0.00009634401,0.0002695149,0.001057644],"category_scores_gemma":[0.0003628176,0.0001134402,0.0001373772,0.0001216601,0.0001497447,0.0001911975,0.0001306347,0.0003458215,0.0003062267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564931,"about_ca_system_score_gemma":0.0001354657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974358,"about_ca_topic_score_gemma":0.0002474779,"domain_scores_codex":[0.9999231,0.00001687969,0.000009325192,0.00002301369,0.00001188605,0.00001571815],"domain_scores_gemma":[0.9998316,0.00003142295,0.00004684618,0.00001431793,0.00002182755,0.00005402417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005268937,0.0008566378,0.5872412,0.0001051543,0.00006783249,0.001923618,0.0005746761,0.000657675,0.3631924,0.00009557333,0.0003165139,0.03969974],"study_design_scores_gemma":[0.00033462,0.0177168,0.865867,0.00004492242,0.0001766409,0.01265571,0.0004524242,0.002901731,0.09747189,0.0001671216,0.002187538,0.00002368313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999428,0.000110066,0.0002090973,0.000009279544,0.000001615301,0.00001093919,0.00003480807,0.000007729121,0.0001884474],"genre_scores_gemma":[0.9995331,0.00003973513,0.0001625086,0.00001824687,0.000003312431,0.000009936398,0.00008852127,0.000002044203,0.0001426047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001057644,"threshold_uncertainty_score":0.003538191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491891102768106,"score_gpt":0.372197245648685,"score_spread":0.3230081353718744,"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."}}