{"id":"W3203839859","doi":"10.30683/1927-7229.2019.08.04","title":"Evolution of Cancer, Adaptive Immunity, and Immunotherapy ","year":2019,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunotherapy; Rituximab; Medicine; Monoclonal antibody; Cancer; Monoclonal antibody therapy; Immunology; Acquired immune system; Cancer immunotherapy; Immune system; Clinical trial; clone (Java method); Immunity; Antibody; Biology; Internal medicine; DNA; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004243469,0.00007374371,0.0005332063,0.0001798598,0.00002136025,0.000003123156,0.00008685411,0.0001000352,0.0006174112],"category_scores_gemma":[0.00005899564,0.00004918457,0.0001481136,0.0001461402,0.0002079816,0.0000537815,0.00004472898,0.0004100395,0.00001076428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966931,"about_ca_system_score_gemma":0.0005135116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003308325,"about_ca_topic_score_gemma":0.00001685643,"domain_scores_codex":[0.9989849,0.00009116343,0.0004116853,0.00007135079,0.0002857594,0.0001551838],"domain_scores_gemma":[0.9988787,0.0002861466,0.000223212,0.00008434933,0.0003998313,0.0001277549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02209019,0.001382979,0.7892394,0.0002423827,0.001976782,0.000263539,0.0004752069,0.00006680917,0.08825056,0.02549574,0.002665566,0.06785081],"study_design_scores_gemma":[0.005769254,0.0188195,0.9129108,0.0002906578,0.0002950516,0.001077941,0.000704502,0.004886277,0.001535722,0.00227273,0.05129382,0.0001437586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842611,0.004633802,0.00007626332,0.003893085,0.0001296862,0.00008983241,0.000003647671,0.0000016737,0.006910937],"genre_scores_gemma":[0.9948071,0.002337405,0.0005776,0.0001804534,0.0001580883,5.422184e-7,5.115626e-7,0.000006042145,0.001932315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236714,"threshold_uncertainty_score":0.6760219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262244593702267,"score_gpt":0.3885942620406384,"score_spread":0.3559718161036157,"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."}}