{"id":"W4386579317","doi":"10.1097/01.eem.0000654992.36759.67","title":"Special Report","year":2020,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001574573,0.0001555172,0.0003401728,0.00005002609,0.00004915013,0.000001213518,0.0000917115,0.00006350673,0.05870939],"category_scores_gemma":[0.000324591,0.0001134963,0.000141779,0.0004328591,0.00007874742,0.00004316384,0.00002044646,0.0001674034,0.0001721833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236868,"about_ca_system_score_gemma":0.00008684009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002383431,"about_ca_topic_score_gemma":0.00003473289,"domain_scores_codex":[0.9984493,0.00002077235,0.0006221188,0.0003107959,0.0003843514,0.0002127199],"domain_scores_gemma":[0.9992304,0.000010192,0.0001311578,0.0002819365,0.00007336742,0.0002729442],"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":[0.0007558387,0.00003210928,0.01300366,0.00004844657,0.00008193738,0.0002834118,0.000939254,1.514692e-7,0.01393166,0.00003713375,0.9582714,0.01261499],"study_design_scores_gemma":[0.001857571,0.0006893417,0.01634613,0.00004332871,0.00008517315,0.0001588345,0.0003633349,0.00001238212,0.0005003591,0.00003101264,0.9797949,0.0001176945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.09343304,0.002875883,0.0003929069,0.182034,0.01245421,0.0006771672,0.000004159221,0.0002295437,0.7078991],"genre_scores_gemma":[0.3332476,0.01378287,0.001190408,0.04833262,0.4340096,0.0001088731,0.0004416978,0.0002632221,0.168623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.539276,"threshold_uncertainty_score":0.9421511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05997303991813887,"score_gpt":0.3378937444819039,"score_spread":0.2779207045637651,"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."}}