{"id":"W2736666254","doi":"","title":"NEWS & VIEWS 診断 : CUP患者の診断、治療および転帰の改善","year":2017,"lang":"ja","type":"article","venue":"Cancer and Clinical Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002685864,0.001262508,0.000822471,0.001274596,0.002588006,0.009293096,0.001349488,0.01948091,0.06223149],"category_scores_gemma":[0.01030412,0.0006464327,0.001485977,0.0017536,0.002411452,0.003603374,0.001964545,0.01431451,0.03757561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003290909,"about_ca_system_score_gemma":0.004378595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005428039,"about_ca_topic_score_gemma":0.01289729,"domain_scores_codex":[0.9980084,0.0002364092,0.0001330516,0.0001733864,0.001052632,0.0003961359],"domain_scores_gemma":[0.9944077,0.001741043,0.0005207903,0.0002505138,0.00160658,0.001473493],"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":[0.0000302054,0.00001612266,0.00009259023,0.00005403343,0.000004148902,0.00008295469,0.00001940662,0.00001231547,0.0000464122,0.0007337869,0.9922265,0.00668155],"study_design_scores_gemma":[0.00001475055,0.00001364715,0.0003704425,0.0001029972,0.000008607663,0.00005308536,0.0001345052,0.00001959115,0.00006523568,0.0004466922,0.9987625,0.000008018651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005422924,0.01296883,0.0001483786,0.6664112,0.2623906,0.00004095964,0.0005069107,0.0000834707,0.05690723],"genre_scores_gemma":[0.007469823,0.02321781,0.0003545991,0.4196891,0.2974011,0.000101346,0.0006455195,0.0001171757,0.2510036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06223149,"threshold_uncertainty_score":0.2081851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158537549769868,"score_gpt":0.4376808122618489,"score_spread":0.3218270572848621,"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."}}