{"id":"W3166787831","doi":"","title":"I IO combo時代における転移性腎細胞がん中間リスク群に対する一次治療～推奨点と懸念点～：ニボルマブ・イピリムマブ併用","year":2020,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003250204,0.0006133162,0.0007593333,0.0001419288,0.0002213013,0.00004937548,0.001020459,0.0005619535,0.009133498],"category_scores_gemma":[0.000265769,0.0006494206,0.0002375529,0.0005921819,0.0004806628,0.0003164119,0.0002258651,0.00183525,0.002990238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006443666,"about_ca_system_score_gemma":0.0001295564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003198367,"about_ca_topic_score_gemma":0.00000785705,"domain_scores_codex":[0.9968982,0.0001252487,0.0007454021,0.0006812194,0.0005680371,0.0009819238],"domain_scores_gemma":[0.9983147,0.0001925101,0.00009181694,0.0005352352,0.00006275851,0.0008029373],"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":[0.0004189236,0.0005631152,0.002042423,0.003969281,0.002821079,0.003238696,0.02308623,0.002130851,0.02562634,0.05380625,0.8119651,0.07033172],"study_design_scores_gemma":[0.006657675,0.0009079747,0.001432958,0.0005021673,0.0008325952,0.0001482901,0.00510222,0.1379804,0.01405676,0.006926237,0.8228438,0.002608865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1803325,0.09261092,0.004174489,0.08816086,0.00852849,0.001722817,0.0005741887,0.007570894,0.6163249],"genre_scores_gemma":[0.9889992,0.005459488,0.0003953034,0.003415647,0.001207608,0.00004620019,0.00006174637,0.0001010755,0.0003137605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8086667,"threshold_uncertainty_score":0.9995957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465606799661361,"score_gpt":0.2558904267567268,"score_spread":0.2312343587601132,"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."}}