{"id":"W2902540225","doi":"10.1155/2018/5837235","title":"The Adaptive Complexity of Cancer","year":2018,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ryerson University","keywords":"Immunosurveillance; Cancer; Disease; Immunosuppression; Medicine; Tumor microenvironment; Immune system; Acquired immune system; Bioinformatics; Immunology; Cancer research; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005020009,0.0004087737,0.0006357763,0.0009491298,0.0004508939,0.00151603,0.0005899196,0.001133659,0.002747041],"category_scores_gemma":[0.0006088869,0.0001167467,0.0003037659,0.000719291,0.001413009,0.001504562,0.0009955576,0.002038263,0.001045978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008164007,"about_ca_system_score_gemma":0.001284135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007427665,"about_ca_topic_score_gemma":0.0008218642,"domain_scores_codex":[0.9997535,0.00007163882,0.00001630261,0.00004379962,0.00008248858,0.00003223474],"domain_scores_gemma":[0.999755,0.0001091322,0.00002385948,0.00001471138,0.00006069043,0.00003666244],"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":[0.00005565335,0.00005121548,0.0005821813,0.007902725,0.00006806992,0.0005560619,0.0005715223,0.0007312984,0.006160494,0.09366179,0.051229,0.8384299],"study_design_scores_gemma":[0.000003656879,0.00004438943,0.0006973206,0.001038776,0.00001657208,0.001399668,0.0001553083,0.00009385706,0.0007064075,0.01727729,0.9785539,0.00001287004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006238262,0.9876194,0.001104036,0.003854594,0.0007451817,0.000008177735,0.00002503562,0.00001924271,0.006000657],"genre_scores_gemma":[0.009924921,0.9847446,0.0004763773,0.001502688,0.0009576582,0.00001806117,0.00004012779,0.000004482172,0.002331065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002747041,"threshold_uncertainty_score":0.009189725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4689211450462936,"score_gpt":0.5553741294137186,"score_spread":0.08645298436742499,"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."}}