{"id":"W4403658502","doi":"10.1007/978-3-031-62017-1_10","title":"Pediatric High Grade Glioma","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":"University of Alberta; CancerCare Manitoba; Stollery Children's Hospital; Children's Hospital of Winnipeg; University of Manitoba; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Glioma; Medicine; 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":[0.00005920527,0.0004090105,0.0002254729,0.0004442853,0.0002911168,0.0005271675,0.0002398944,0.0003320448,0.05102385],"category_scores_gemma":[0.0001784887,0.0001495033,0.0002064963,0.0004049111,0.0001660451,0.0004995724,0.0004808224,0.0008733569,0.01561299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013138,"about_ca_system_score_gemma":0.0004923234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707676,"about_ca_topic_score_gemma":0.00704787,"domain_scores_codex":[0.9999661,0.000003414576,0.00000145924,0.000004282094,0.00001912553,0.000005671355],"domain_scores_gemma":[0.9999602,0.00001209064,0.000003471749,0.000002843396,0.00001091287,0.00001047854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001543249,0.00003220944,0.0004155207,0.0001842563,0.000004827126,0.001065604,0.0001100893,0.000475509,0.00128095,0.02113586,0.610827,0.3644528],"study_design_scores_gemma":[0.000001315881,0.00001090041,0.000518817,0.00007159344,0.000002793408,0.002692978,0.00002461891,0.00006124914,0.00024558,0.002100399,0.9942677,0.000001923768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002668745,0.03601308,0.003994389,0.002467924,0.00246379,0.00004901209,0.0003611279,0.0003476434,0.9516342],"genre_scores_gemma":[0.01225002,0.03436283,0.004806845,0.001462222,0.001001043,0.0000367575,0.0004708353,0.0001366524,0.9454727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05102385,"threshold_uncertainty_score":0.1706918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011266630155016,"score_gpt":0.2549069870285657,"score_spread":0.2347943207270155,"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."}}