{"id":"W3214836900","doi":"10.1111/ajco.13700","title":"Poster Abstracts","year":2021,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"Medical Research Council; Australian and New Zealand Urogenital and Prostate Cancer Trials Group; National Health and Medical Research Council; Peter MacCallum Cancer Centre; University of Melbourne","keywords":"Citation; Library science; Computer science; Information retrieval; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002373114,0.0001179759,0.0009568814,0.00008130254,0.0000327874,0.00001464963,0.0001169119,0.0003621315,0.001070268],"category_scores_gemma":[0.001278177,0.00008656629,0.0007257368,0.000170151,0.0002079903,0.00009015243,0.00002811339,0.000863143,0.0000771499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005967,"about_ca_system_score_gemma":0.002278116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004102893,"about_ca_topic_score_gemma":0.00001244728,"domain_scores_codex":[0.9968262,0.0002774042,0.002186604,0.0001766599,0.0003002686,0.0002328432],"domain_scores_gemma":[0.9969648,0.0009283907,0.001003698,0.0002475956,0.000557468,0.0002980595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01940103,0.003078085,0.06023873,0.00005244916,0.001684954,0.01166788,0.0002926271,0.00000142831,0.01367266,0.00008898116,0.08345722,0.8063639],"study_design_scores_gemma":[0.006813691,0.003886069,0.2621549,0.00009806278,0.0001930154,0.006521779,0.000617271,9.738964e-7,0.002743836,0.0001644068,0.7167207,0.00008529162],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7837322,0.002778384,0.00004023366,0.04957735,0.004481433,0.0001103843,0.000003645784,0.00001318556,0.1592632],"genre_scores_gemma":[0.9876325,0.001708331,0.001710009,0.003510075,0.00147983,8.218304e-7,0.000004134863,0.00001641152,0.003937891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8062786,"threshold_uncertainty_score":0.9998429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09283884681477143,"score_gpt":0.4456423787686756,"score_spread":0.3528035319539041,"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."}}