{"id":"W2092502301","doi":"10.1093/neuonc/nou237.39","title":"AT-40PROGNOSIS FACTORS IN GLIOBLASTOMA MULTIFORME","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Temozolomide; Glioblastoma; Chemotherapy; Biopsy; Internal medicine; Multivariate analysis; Oncology; Surgery","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":[0.0007893979,0.0001818573,0.0003143666,0.0006701832,0.0003421426,0.0003599208,0.0002456164,0.0002337662,0.001555037],"category_scores_gemma":[0.001999052,0.00007683598,0.0003175315,0.001002839,0.0003339082,0.000310633,0.0002336993,0.0003386977,0.0002318981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896568,"about_ca_system_score_gemma":0.0005982028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481657,"about_ca_topic_score_gemma":0.002413695,"domain_scores_codex":[0.9997372,0.00006656648,0.00004506112,0.00003731792,0.00007001782,0.00004373213],"domain_scores_gemma":[0.9971048,0.0004286271,0.001750709,0.00007379106,0.0001964304,0.0004455175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000499515,0.00002372277,0.9954817,0.00004074845,0.00003228886,0.0002216548,0.00001927932,0.00008439007,0.0002142045,0.00002651205,0.0001345834,0.003221519],"study_design_scores_gemma":[0.00001338424,0.0003412939,0.9974866,0.00001420645,0.00005929122,0.001044479,0.00004855272,0.000140017,0.0001737893,0.0001064216,0.0005676944,0.000004234696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969352,0.002011305,0.00006446538,0.00009725528,0.00001038389,0.000009674303,0.000366779,0.000004840781,0.0005001093],"genre_scores_gemma":[0.9991873,0.0003087184,0.00007202697,0.00001922512,0.00002380154,0.000007349168,0.0002841808,0.000001516611,0.00009582129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555037,"threshold_uncertainty_score":0.005202055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089462825457332,"score_gpt":0.2915967794363936,"score_spread":0.2707021511818202,"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."}}