{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052393,0.0003894808,0.0006899212,0.0006120221,0.0004812014,0.001678847,0.0003818084,0.00236149,0.002487962],"category_scores_gemma":[0.002357166,0.0001337594,0.0003849128,0.0006491582,0.001055929,0.003474507,0.0007295927,0.003056092,0.0008440362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171874,"about_ca_system_score_gemma":0.001153665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006983834,"about_ca_topic_score_gemma":0.003081687,"domain_scores_codex":[0.9994494,0.000245325,0.0000727955,0.00004025029,0.0001324356,0.00005973917],"domain_scores_gemma":[0.9989462,0.0006062061,0.0001280779,0.00002479758,0.000195627,0.00009896231],"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":[0.000462423,0.0001687209,0.001058245,0.002768468,0.0000668154,0.0006968037,0.0003823535,0.0004130418,0.002332787,0.03535846,0.1515714,0.8047204],"study_design_scores_gemma":[0.00009526746,0.0006840026,0.001289254,0.001976517,0.00005104807,0.001992706,0.000654867,0.0002456674,0.0007404145,0.01679927,0.9754436,0.00002733209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001093992,0.9163924,0.0002583734,0.07507501,0.004458758,0.000005259084,0.00001823346,0.00001394297,0.002684005],"genre_scores_gemma":[0.02132056,0.9075733,0.0009601547,0.0520291,0.01101097,0.00001951117,0.0000510105,0.00001347992,0.007021939],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003052393,"threshold_uncertainty_score":0.01614285,"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."}}