{"id":"W4252707211","doi":"10.1109/cybermatics_2018.2018.00014","title":"Message from the CPSCom-2018 Steering Chairs","year":2018,"lang":"en","type":"article","venue":"","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008616162,0.001728512,0.001133191,0.0009648482,0.003321512,0.005288842,0.001521661,0.01069331,0.04984865],"category_scores_gemma":[0.02317907,0.0005614828,0.001402255,0.0007462704,0.001003047,0.002978375,0.003570039,0.01433274,0.05221011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094845,"about_ca_system_score_gemma":0.008801806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684034,"about_ca_topic_score_gemma":0.006013133,"domain_scores_codex":[0.9950711,0.001066016,0.0003235932,0.0006409975,0.002191009,0.0007072747],"domain_scores_gemma":[0.9779419,0.002032474,0.0009274384,0.0004602636,0.01216053,0.006477432],"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":[0.00002441269,0.000008877591,0.00005406577,0.00003110103,0.000001870347,0.00002438865,0.00001561517,0.00001527777,0.00004776514,0.0001323732,0.9975603,0.002083903],"study_design_scores_gemma":[0.00002643894,0.00004016575,0.0004464393,0.000135781,0.0000074773,0.00006269067,0.0002205378,0.0001001902,0.0002006453,0.0004093762,0.9983227,0.00002757286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008946091,0.002644899,0.001941621,0.5020678,0.4710542,0.0005133841,0.002065264,0.0006094805,0.01820872],"genre_scores_gemma":[0.0146845,0.004083955,0.002389209,0.6006725,0.147855,0.001917489,0.003519994,0.001072011,0.2238054],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04984865,"threshold_uncertainty_score":0.1667603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765536080706811,"score_gpt":0.3535978508184894,"score_spread":0.3359424900114213,"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."}}