{"id":"W2742591444","doi":"10.21037/apm.2017.06.02","title":"Hospitalizations in elderly glioblastoma patients","year":2017,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"Government of Ontario; Institute for Clinical Evaluative Sciences; Elekta; Varian Medical Systems","keywords":"Medicine; Emergency department; Ambulatory; Emergency medicine; Cohort; Observational study; Ambulatory care; Acute care; Internal medicine; Health care; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003285379,0.0002001915,0.0003775488,0.0005445998,0.0002994993,0.0004716082,0.0001875812,0.0003006522,0.000906133],"category_scores_gemma":[0.001674233,0.0001552514,0.0006943038,0.0007362289,0.0001423393,0.0002772289,0.0003815859,0.0005099322,0.00009737672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900885,"about_ca_system_score_gemma":0.000355741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006465955,"about_ca_topic_score_gemma":0.007934428,"domain_scores_codex":[0.9995475,0.00009331157,0.00006789163,0.00008486123,0.00009595005,0.0001104457],"domain_scores_gemma":[0.9985557,0.0001235283,0.001004772,0.0000372736,0.00006214409,0.0002165175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001310144,0.00001555986,0.9982023,0.00001560997,0.00006182175,0.000155475,0.00002854442,0.00003597086,0.0000588429,0.0000130321,0.0001554906,0.001126218],"study_design_scores_gemma":[0.0000056508,0.00006770405,0.9990508,0.00001728357,0.00003374844,0.0004482486,0.0001106839,0.00008839777,0.00002160549,0.00002711228,0.0001256638,0.000003216568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982911,0.0007338285,0.00003653995,0.00008778729,0.0000132914,0.00000583278,0.0005321976,0.000002408674,0.0002970757],"genre_scores_gemma":[0.9991352,0.0002753246,0.00002428299,0.00004151092,0.00001492887,0.000005382339,0.0004606583,7.404258e-7,0.0000419278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006465955,"threshold_uncertainty_score":0.0128566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279272879286721,"score_gpt":0.3796450286114842,"score_spread":0.3168522998186171,"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."}}