{"id":"W4253312121","doi":"10.1093/neuonc/now073.105","title":"HG-109CONTEMPORARY SURVIVAL ENDPOINTS: AN INTERNATIONAL DIFFUSE INTRINSIC PONTINE GLIOMA REGISTRY STUDY","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"","keywords":"Medicine; Glioma; Oncology; 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":[0.002214459,0.0003153668,0.000482656,0.0008822381,0.0002992886,0.0009155243,0.0005857102,0.000331465,0.001077798],"category_scores_gemma":[0.002822664,0.0001710076,0.000347128,0.002533278,0.0003375492,0.0007438649,0.0009883713,0.0004880088,0.0005533329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008266538,"about_ca_system_score_gemma":0.00117892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929509,"about_ca_topic_score_gemma":0.006443048,"domain_scores_codex":[0.9988428,0.0003635827,0.0001605592,0.000300144,0.0002061463,0.000126818],"domain_scores_gemma":[0.9976764,0.0002898281,0.0009757662,0.0005004491,0.0002172054,0.0003403668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009278259,0.000123253,0.9921599,0.00006222939,0.0001196806,0.0003100282,0.0001849837,0.0001476134,0.0002548545,0.000128488,0.00114255,0.004438618],"study_design_scores_gemma":[0.0001887432,0.000397087,0.9959655,0.0000247909,0.0001471561,0.0006843005,0.0003080542,0.0002654826,0.0001887603,0.0000769731,0.001739417,0.00001371623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900243,0.0002772897,0.0003201877,0.00008055459,0.000008464503,0.0001551697,0.007022492,0.0000154814,0.00209589],"genre_scores_gemma":[0.9856954,0.0001810253,0.0003417819,0.00008100564,0.00001833421,0.0002034461,0.01328154,0.00001018238,0.0001873059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003929509,"threshold_uncertainty_score":0.01171136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386311499797033,"score_gpt":0.3341269492117,"score_spread":0.3102638342137297,"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."}}