{"id":"W4403658455","doi":"10.1007/978-3-031-62017-1_13","title":"Rare Embryonal Brain Tumors","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"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":[0.0001252299,0.0005215429,0.0003119365,0.0009462215,0.0003681147,0.0008290277,0.0004874894,0.0008452466,0.02191752],"category_scores_gemma":[0.0003848679,0.0002254467,0.0002750472,0.0004680643,0.0005690834,0.0007474176,0.0008186908,0.001467446,0.008301638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530047,"about_ca_system_score_gemma":0.0004889705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007221891,"about_ca_topic_score_gemma":0.002911942,"domain_scores_codex":[0.999917,0.00001188518,0.000004743959,0.00001085136,0.00004413718,0.00001136421],"domain_scores_gemma":[0.9999176,0.00004476614,0.000007330913,0.000006780219,0.00001110978,0.00001239111],"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":[0.00004600837,0.00004867342,0.0004318924,0.0006964786,0.00001829005,0.01223413,0.0003955735,0.001240499,0.004584048,0.09822965,0.3452727,0.536802],"study_design_scores_gemma":[0.000002676083,0.00001519466,0.0002932744,0.0001793688,0.000005975162,0.02211386,0.00003045539,0.0001254923,0.000528632,0.007533333,0.9691663,0.00000554427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004469592,0.1550712,0.007906012,0.003622598,0.006842357,0.00004832677,0.0001925191,0.000290513,0.8215569],"genre_scores_gemma":[0.01761096,0.07213412,0.006377605,0.002119731,0.004948957,0.00004938888,0.0002480798,0.0001514045,0.8963597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02191752,"threshold_uncertainty_score":0.0733214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881992724849541,"score_gpt":0.2601016357312302,"score_spread":0.2412817084827348,"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."}}