{"id":"W2936805704","doi":"10.1007/s11060-019-03154-7","title":"Evaluation of pediatric glioma outcomes using intraoperative MRI: a multicenter cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interventional magnetic resonance imaging; Medicine; Intraoperative MRI; Magnetic resonance imaging; Glioma; Cohort; Radiology; Pathological; Surgery; Internal medicine","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":[0.0007702976,0.0006085836,0.0006361806,0.0009263434,0.0006358876,0.0008051007,0.0005148189,0.0004243337,0.001038263],"category_scores_gemma":[0.002565384,0.0004158316,0.000819093,0.001472431,0.0004795042,0.001138927,0.0007464372,0.0007551922,0.0002590197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007030818,"about_ca_system_score_gemma":0.0009942885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184657,"about_ca_topic_score_gemma":0.005291683,"domain_scores_codex":[0.9993079,0.0001333509,0.00007103812,0.0002262728,0.0001046184,0.0001569374],"domain_scores_gemma":[0.9982235,0.0001974086,0.0009080441,0.0002088846,0.0002327453,0.0002293888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378889,0.00005169181,0.9975592,0.000007464773,0.00009268268,0.000207113,0.0001239686,0.00003840761,0.0002288912,0.00002932832,0.0001371536,0.001386217],"study_design_scores_gemma":[0.00003037435,0.0003856967,0.9959511,0.00001614849,0.0001559277,0.001667995,0.0008142416,0.0002655147,0.0002374683,0.00005091299,0.0004125386,0.00001212633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993918,0.00009319904,0.0001045981,0.00002007418,0.000003187563,0.000009189339,0.0002528554,0.000002829702,0.0001221843],"genre_scores_gemma":[0.99892,0.0001588208,0.0001979635,0.00002348993,0.000008560203,0.0000242838,0.0006013179,0.000007789242,0.00005785441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184657,"threshold_uncertainty_score":0.00832063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722209488411589,"score_gpt":0.3911656808760797,"score_spread":0.3339435859919638,"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."}}