{"id":"W3199446885","doi":"10.1158/2326-6066.cir-21-0519","title":"Supporting the Next Generation of Scientists to Lead Cancer Immunology Research","year":2021,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Engineering ethics; Field (mathematics); Cancer immunotherapy; Publishing; Political science; Immunology; Medicine; Immunotherapy; Engineering; Immune system","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008331576,0.000229985,0.000625306,0.001095119,0.001012021,0.0001456593,0.001020493,0.0003752543,0.01424478],"category_scores_gemma":[0.002721199,0.0001845017,0.0001724633,0.004478709,0.002930552,0.00016097,0.001306932,0.002977915,0.0003181683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289305,"about_ca_system_score_gemma":0.005392414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004770169,"about_ca_topic_score_gemma":0.002571042,"domain_scores_codex":[0.9915391,0.002470633,0.0007270342,0.001019974,0.002003655,0.002239638],"domain_scores_gemma":[0.9908764,0.001103906,0.0001095645,0.001760941,0.005938087,0.0002110839],"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":[0.0007870575,0.0001711651,0.005434838,0.00008856908,0.0004189624,0.0001403712,0.001692029,0.00001729469,0.882949,0.0006197063,0.01792579,0.08975521],"study_design_scores_gemma":[0.001614708,0.0008085584,0.01719421,0.0002288329,0.00002704797,0.0001663663,0.003197663,0.0003067875,0.8351526,0.0002094622,0.1409046,0.0001891701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260556,0.03759113,0.00003009731,0.03020634,0.0009513747,0.001382237,0.00003244912,0.00003632009,0.003714446],"genre_scores_gemma":[0.8993514,0.01088342,0.0001726396,0.0004196113,0.0009560167,0.001390822,0.00005819074,0.00008744119,0.08668049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229788,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3417155636439009,"score_gpt":0.5241351132805301,"score_spread":0.1824195496366292,"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."}}