{"id":"W2935051166","doi":"10.5114/ms.2019.84054","title":"Comprehensive review of oncological emergencies seen in clinical practice","year":2019,"lang":"en","type":"article","venue":"Medical Studies","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical Practice; Medical practice; Medicine; Intensive care medicine; Family medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003608824,0.0001665233,0.001561027,0.00004312578,0.00002460414,0.000001541342,0.0001749203,0.0001597786,0.001099695],"category_scores_gemma":[0.03210116,0.0001151478,0.0002248994,0.0003157466,0.0004463636,0.00005840501,0.0002895622,0.0006179439,0.0001815453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007217196,"about_ca_system_score_gemma":0.0002781967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270652,"about_ca_topic_score_gemma":0.00004838972,"domain_scores_codex":[0.9957907,0.0006667547,0.001519446,0.0003561809,0.00140882,0.0002581503],"domain_scores_gemma":[0.9943402,0.004240619,0.0003322927,0.0003517527,0.0005143762,0.0002207293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001110835,0.004154592,0.5915728,0.06516282,0.002351801,0.000676922,0.004198569,9.666722e-7,0.00002724365,0.001137511,0.2528822,0.07672375],"study_design_scores_gemma":[0.002293297,0.001441224,0.3278702,0.01699789,0.0002096395,0.0000606055,0.004781821,0.000009604448,0.00001032039,0.00008846492,0.646059,0.0001778936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4928351,0.369516,0.000009563503,0.1275964,0.001224424,0.0009871682,0.0000046179,0.00005175554,0.007774925],"genre_scores_gemma":[0.1532648,0.7147133,0.002107355,0.1284984,0.0007884362,0.0000582349,0.00001399905,0.00002467311,0.0005307216],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3931768,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762330761725495,"score_gpt":0.51659029183654,"score_spread":0.3403572156639906,"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."}}