{"id":"W2943748875","doi":"10.3747/co.26.4975","title":"Why Are We Organizing Another Costing Supplement in Current Oncology?","year":2019,"lang":"en","type":"editorial","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Activity-based costing; Medicine; Publishing; Current (fluid); Clinical Oncology; Medical physics; Oncology; Internal medicine; Data science; Cancer; Computer science; Marketing; Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01180985,0.002408421,0.003538511,0.003614701,0.004040426,0.0103031,0.004187208,0.01844794,0.02378895],"category_scores_gemma":[0.0809089,0.00117513,0.002935108,0.002267242,0.003207684,0.008921728,0.001830552,0.03174202,0.01935856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004169644,"about_ca_system_score_gemma":0.008270988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349182,"about_ca_topic_score_gemma":0.009510966,"domain_scores_codex":[0.9876253,0.002207067,0.001847966,0.0007705175,0.00675858,0.0007905776],"domain_scores_gemma":[0.9157732,0.0299417,0.004105484,0.001663516,0.04014432,0.008371682],"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":[0.00001202681,0.000005612072,0.00001481715,0.0001107399,0.00000959536,0.00002957863,0.000008743476,0.00001035931,0.00001625899,0.0002864106,0.9959066,0.00358916],"study_design_scores_gemma":[0.00004943405,0.00002377311,0.0001623645,0.0005820051,0.00004721548,0.0001527834,0.00005445343,0.00007213686,0.00005952395,0.001488768,0.9972801,0.00002733462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000238622,0.003393898,0.00008983909,0.1003141,0.8944893,0.00001447041,0.0000456653,0.00005732728,0.001571575],"genre_scores_gemma":[0.0003245639,0.004043575,0.0001591701,0.09417417,0.8938123,0.00002327168,0.00004353077,0.00006877359,0.007350753],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02378895,"threshold_uncertainty_score":0.07958198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098221282569675,"score_gpt":0.422339797150301,"score_spread":0.3125176688933335,"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."}}