{"id":"W4392117941","doi":"10.15173/m.v1i29.1175","title":"Cancer Immunology","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Cancer immunology; Tumor immunology; Family medicine; Immunology; Immunotherapy; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002355246,0.0001322386,0.0001619579,0.00005228745,0.0002390167,0.000006703615,0.0004366174,0.0001171888,0.008401571],"category_scores_gemma":[0.00009621013,0.00005688815,0.00008459792,0.00009076481,0.0005077044,0.00005903181,0.00006011442,0.000136118,0.00360526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004831727,"about_ca_system_score_gemma":0.000160409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404867,"about_ca_topic_score_gemma":0.000008549143,"domain_scores_codex":[0.9989849,0.0003034538,0.0001703773,0.000160866,0.00002013404,0.0003602483],"domain_scores_gemma":[0.999027,0.0003897767,0.0000698415,0.0004692973,0.00003524229,0.00000881201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003115366,0.00004496098,0.0004757823,0.000001176119,0.0002339522,4.133035e-7,0.0005648088,1.972449e-8,0.921572,0.001726692,0.01171004,0.06335857],"study_design_scores_gemma":[0.0006142051,0.00005479515,0.01137018,0.00002230953,0.00001639939,0.0000440878,0.0001873852,9.039644e-9,0.4377292,0.0002230847,0.5496427,0.00009570367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329751,0.04572807,0.00004640424,0.01649125,0.003478624,0.000155699,0.0000151886,0.00008261261,0.001027015],"genre_scores_gemma":[0.9310605,0.001820361,0.000007306009,0.0007458326,0.00007237685,0.0001086166,0.000002276665,0.00001873406,0.06616401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5379326,"threshold_uncertainty_score":0.9971706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310823434127572,"score_gpt":0.2665716722295111,"score_spread":0.2534634378882353,"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."}}