{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418142,0.000738361,0.0005580572,0.001283324,0.0009698896,0.002406227,0.001158534,0.001971632,0.1382393],"category_scores_gemma":[0.001639345,0.0003206191,0.0004889931,0.0007844633,0.0005416104,0.0008103024,0.001687641,0.002597252,0.07272013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326878,"about_ca_system_score_gemma":0.001661376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636647,"about_ca_topic_score_gemma":0.0008555725,"domain_scores_codex":[0.9991612,0.0001386458,0.00004075045,0.0001552208,0.0003363575,0.0001678439],"domain_scores_gemma":[0.9989316,0.00009125697,0.00007720203,0.0001590031,0.0003636356,0.0003773158],"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":[0.0002796703,0.0002328377,0.001254088,0.0008250574,0.00006349055,0.0003131179,0.0000845618,0.0001068627,0.02381969,0.02030159,0.4986598,0.4540592],"study_design_scores_gemma":[0.00003034119,0.00008397486,0.0007720645,0.00008766464,0.000008875041,0.0005508877,0.00002099187,0.00005054607,0.002055643,0.001513296,0.9948193,0.000006445023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01094708,0.1843968,0.009227725,0.04233297,0.04272814,0.0006900666,0.004430447,0.001987902,0.7032588],"genre_scores_gemma":[0.110433,0.1185191,0.007639986,0.02352413,0.02040125,0.0006877471,0.01162048,0.0002898187,0.7068845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1382393,"threshold_uncertainty_score":0.4624566,"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."}}