{"id":"W2559612723","doi":"10.1177/1078155216681191","title":"Clinical effectiveness of bevacizumab in patients with recurrent brain tumours: A population-based evaluation","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Bevacizumab; Temozolomide; Internal medicine; Population; Progression-free survival; Lomustine; Discontinuation; Surgery; Oncology; Chemotherapy; Cyclophosphamide; Vincristine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054189,0.0001143611,0.0005248741,0.000246495,0.00002096512,0.000004305464,0.00006420484,0.00005879541,0.00008048528],"category_scores_gemma":[0.005811503,0.00006460922,0.000117351,0.0001914037,0.00004458402,0.0003697462,0.0000119953,0.0002530178,0.000005086778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007715829,"about_ca_system_score_gemma":0.00090345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003023842,"about_ca_topic_score_gemma":0.000008433567,"domain_scores_codex":[0.9960569,0.002256584,0.0008153004,0.0001544215,0.0005813165,0.0001354536],"domain_scores_gemma":[0.9894287,0.007611802,0.001453876,0.0001246174,0.001258329,0.0001226529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02793811,0.007557086,0.8330671,0.00003535462,0.0002307516,0.0001188976,0.00002520867,0.00005021049,0.0002713028,0.000009446925,0.0001500614,0.1305465],"study_design_scores_gemma":[0.07529693,0.007548246,0.9124083,0.0006874078,0.001104979,0.00008527434,0.00001553677,0.00009616564,0.0007738396,0.00002542589,0.001894888,0.00006300598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991845,0.0001765085,0.00006640035,0.006689996,0.0003676036,0.0007000683,0.00000468577,0.000003234042,0.0001465772],"genre_scores_gemma":[0.9982208,0.00005008848,0.001279646,0.0003179096,0.0000867061,0.00002327108,0.000008768598,0.00001167977,0.000001147571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304835,"threshold_uncertainty_score":0.6957332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332702560261797,"score_gpt":0.482435084168705,"score_spread":0.429108058566087,"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."}}