{"id":"W2424325921","doi":"10.1093/neuonc/now073.102","title":"HG-106A NOVEL TOOL TO PREDICT THE SURVIVAL OF DIFFUSE INTRINSIC PONTINE GLIOMA PATIENTS: EXTERNAL VALIDATION OF THE SURVIVAL PREDICTION MODEL USING THE INTERNATIONAL DIPG REGISTRY","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glioma; Medicine; Overall survival; Oncology; Internal medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006714159,0.0007707716,0.0006248596,0.001414875,0.0002816071,0.001007877,0.0009231251,0.0004092508,0.0008863225],"category_scores_gemma":[0.0119747,0.0001754931,0.0008034318,0.000928162,0.0003260426,0.0006530297,0.001067716,0.001069746,0.0004520616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006056845,"about_ca_system_score_gemma":0.001266854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254042,"about_ca_topic_score_gemma":0.004141128,"domain_scores_codex":[0.998563,0.0005721861,0.0001104756,0.0003369962,0.0003352637,0.00008212591],"domain_scores_gemma":[0.9965245,0.001076478,0.0008535687,0.0006562512,0.0006639464,0.0002252781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004077301,0.0001084723,0.9574023,0.00006091308,0.0002608863,0.0001575064,0.0001156225,0.006720968,0.0006491345,0.0001921411,0.001035739,0.0328886],"study_design_scores_gemma":[0.0001346479,0.0009752174,0.8269491,0.0001247093,0.0005821462,0.001753327,0.0002429208,0.1605573,0.00310656,0.0008535535,0.004661262,0.00005937993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807764,0.0004172608,0.01524133,0.000220201,0.00004129803,0.0001195598,0.001724248,0.0001858809,0.00127385],"genre_scores_gemma":[0.9903549,0.0001400971,0.00614742,0.00005064154,0.00002233816,0.0000722449,0.002943336,0.00002281431,0.0002462574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006714159,"threshold_uncertainty_score":0.03550833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479011071907322,"score_gpt":0.3157529218228415,"score_spread":0.2609628111037683,"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."}}