{"id":"W2912471487","doi":"10.1111/trf.15142","title":"Immunotherapy: the good, the bad, the ugly, and the really ugly","year":2019,"lang":"en","type":"letter","venue":"Transfusion","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Canadian Blood Services; University of Toronto; University Health Network","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739344,0.0009149741,0.00145172,0.000669266,0.00401232,0.004260732,0.001362454,0.04238831,0.009970448],"category_scores_gemma":[0.01259356,0.0006224553,0.0008888718,0.0004923752,0.002511209,0.003226512,0.0009616915,0.03158359,0.008208598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00521674,"about_ca_system_score_gemma":0.003652022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005715549,"about_ca_topic_score_gemma":0.01076712,"domain_scores_codex":[0.9967275,0.001285886,0.0002636815,0.0002692565,0.001022875,0.0004308501],"domain_scores_gemma":[0.9950435,0.002734366,0.0003038474,0.0001254271,0.0008925421,0.0009002572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005589186,0.00004258883,0.0002656233,0.0000326275,0.000007981671,0.0009223398,0.00003816335,0.00002368466,0.0000898806,0.001475898,0.9921409,0.004904369],"study_design_scores_gemma":[0.0001539929,0.0000847729,0.001025771,0.0003112487,0.0000287528,0.001974429,0.0003462502,0.0004503339,0.0002103734,0.01089988,0.9844697,0.00004442843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001960648,0.00301628,0.0000654325,0.9409593,0.05113316,0.000009515603,0.00002196816,0.00001758241,0.004580691],"genre_scores_gemma":[0.004238567,0.0029534,0.0001953799,0.8209319,0.147821,0.00002508947,0.00002576032,0.00002791913,0.02378109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04238831,"threshold_uncertainty_score":0.0378502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007897110482995021,"score_gpt":0.2152866080613789,"score_spread":0.2073894975783839,"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."}}