{"id":"W2969083218","doi":"10.1007/978-3-030-18396-7_14","title":"Prognostic Factors and Risk Stratification","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Neuroblastoma; Internal medicine; Clinical trial; Risk stratification; Bioinformatics; Biology","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":[0.0007366946,0.0007154503,0.0005119301,0.001077343,0.0002359265,0.001092636,0.0004848895,0.0005836319,0.01619465],"category_scores_gemma":[0.002327053,0.0002681707,0.0002554473,0.0008341562,0.0005040587,0.0009535636,0.000622455,0.001839642,0.008512735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000612235,"about_ca_system_score_gemma":0.0008244008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160919,"about_ca_topic_score_gemma":0.004380798,"domain_scores_codex":[0.9998386,0.0000521478,0.000009070609,0.00001972602,0.00006910978,0.00001137369],"domain_scores_gemma":[0.9996186,0.0002681616,0.00001587813,0.00001864913,0.0000558097,0.0000228479],"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":[0.00002677981,0.00002784441,0.00146803,0.0002035198,0.00002231008,0.0001319075,0.0001461536,0.0006925262,0.0001948478,0.05639055,0.4259337,0.5147619],"study_design_scores_gemma":[0.000009048249,0.00003427488,0.003563099,0.0007816058,0.00002628377,0.001150546,0.0001235992,0.0009606259,0.0001856023,0.1694955,0.823648,0.00002180486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004328146,0.4084124,0.05077112,0.07545921,0.01500044,0.0001058943,0.002570943,0.0006908611,0.4426611],"genre_scores_gemma":[0.03610447,0.3205312,0.03111668,0.01309225,0.01865539,0.0001927699,0.003284377,0.0003124283,0.5767105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01619465,"threshold_uncertainty_score":0.05417645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310097517239519,"score_gpt":0.2801147030560268,"score_spread":0.2491049513320749,"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."}}