{"id":"W2584125249","doi":"10.15173/m.v1i27.1164","title":"Glioblastoma Tumours: Complex Challenges and Deadly Outcomes","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glioblastoma; Medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001815108,0.0004566664,0.0008446895,0.001061928,0.00102915,0.002400621,0.0006062649,0.00125314,0.002519982],"category_scores_gemma":[0.004256078,0.0001237258,0.0003291022,0.000940895,0.001324257,0.002340404,0.00185455,0.001729123,0.001242063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147286,"about_ca_system_score_gemma":0.00209695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617746,"about_ca_topic_score_gemma":0.004276748,"domain_scores_codex":[0.9987617,0.0003486407,0.0001316769,0.000122873,0.0004567836,0.0001782828],"domain_scores_gemma":[0.9981108,0.0004744006,0.0004606681,0.00007041953,0.0004879087,0.0003957087],"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":[0.0002376572,0.00009076756,0.02880626,0.001952389,0.0001463502,0.003836531,0.0007602926,0.001232674,0.002661771,0.02603887,0.06078597,0.8734504],"study_design_scores_gemma":[0.00004963005,0.0009753063,0.08155392,0.005884436,0.0003907274,0.05385664,0.01096314,0.002783664,0.005471549,0.1447534,0.6930732,0.0002444018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0773044,0.6519147,0.01251221,0.2249122,0.002955863,0.00006641381,0.0009468531,0.0002817108,0.02910559],"genre_scores_gemma":[0.4831512,0.4772483,0.01027547,0.01315683,0.007109851,0.0001113357,0.001179609,0.0001253732,0.00764198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002519982,"threshold_uncertainty_score":0.0106864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567990412181253,"score_gpt":0.3006961487084281,"score_spread":0.2550162445866155,"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."}}