{"id":"W2030031549","doi":"10.3747/co.v18i1.623","title":"Immune Therapy for Breast Cancer in 2010—Hype or Hope?","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Immune system; Cancer; Bioinformatics; Immunology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004621611,0.0001479109,0.0004382759,0.0001764248,0.00003864278,0.00000525122,0.0002087317,0.0001535609,0.006886075],"category_scores_gemma":[0.00007931361,0.0001060535,0.00008411222,0.0002615743,0.0001542625,0.00004757156,0.00006005697,0.0004100047,0.00008574876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381696,"about_ca_system_score_gemma":0.001277943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737108,"about_ca_topic_score_gemma":0.0007360408,"domain_scores_codex":[0.9985753,0.00009226673,0.0003239449,0.0003156717,0.0001762818,0.0005165788],"domain_scores_gemma":[0.9991256,0.0001264943,0.00007446547,0.0003152177,0.0002049174,0.0001532935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004872973,0.001178174,0.07220334,0.0001603382,0.00004837279,0.00004233546,0.001061618,3.456945e-7,0.001494185,0.00009322544,0.01962209,0.899223],"study_design_scores_gemma":[0.008045034,0.002084353,0.4426064,0.0002324711,0.0000277575,0.0001071028,0.0001623654,0.000118641,0.001510853,0.0001636118,0.5447581,0.0001833159],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084145,0.04307947,0.0003082146,0.01688979,0.01315068,0.006548102,0.000496393,0.0001824454,0.01093033],"genre_scores_gemma":[0.9655098,0.02444404,0.0008329559,0.0006927399,0.001658873,0.00275266,0.00003717714,0.0001051189,0.00396659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990397,"threshold_uncertainty_score":0.9940218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.382233917339614,"score_gpt":0.5307872293519582,"score_spread":0.1485533120123442,"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."}}