{"id":"W2326156765","doi":"10.17140/pmhcoj-2-110","title":"Glioblastoma, the Neurosurgeon, and Neuro-Palliative Care","year":2016,"lang":"en","type":"article","venue":"Palliative Medicine and Hospice Care - Open Journal","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; Toronto Western Hospital","funders":"","keywords":"Glioblastoma; Neurosurgery; Palliative care; Medicine; Radiology; Nursing; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007356138,0.0003564577,0.0004511665,0.001753469,0.00112775,0.001785296,0.0005046314,0.001672268,0.00181437],"category_scores_gemma":[0.00305735,0.0001388953,0.0003753734,0.001775897,0.001791241,0.001891574,0.001469561,0.002325663,0.0004747694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314992,"about_ca_system_score_gemma":0.004147583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378487,"about_ca_topic_score_gemma":0.01305553,"domain_scores_codex":[0.9991411,0.0003839168,0.0001310127,0.00006735498,0.0001761539,0.0001004896],"domain_scores_gemma":[0.9988289,0.000453267,0.0002643045,0.00001365525,0.0002438091,0.0001959958],"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":[0.000128118,0.0001163261,0.01085652,0.01528599,0.0001104328,0.01290559,0.005485253,0.0006966398,0.0007305783,0.04852193,0.1393711,0.7657915],"study_design_scores_gemma":[0.00001614936,0.0002010817,0.0150321,0.02492515,0.00009613891,0.04050716,0.008168473,0.0002293446,0.0001965295,0.01458463,0.895981,0.00006238155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003094534,0.9604708,0.0005408898,0.02309884,0.002581433,0.00001993776,0.00002117869,0.00001237339,0.01016002],"genre_scores_gemma":[0.02576535,0.9588789,0.0006737023,0.009698626,0.003595951,0.00002921251,0.0000399226,0.000005207472,0.001313008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004378487,"threshold_uncertainty_score":0.01679647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696717375052151,"score_gpt":0.3346372308479548,"score_spread":0.2976700570974333,"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."}}