{"id":"W3172564483","doi":"10.1002/pbc.29172","title":"Multi‐institutional analysis of treatment modalities in basal ganglia and thalamic germinoma","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Izaak Walton Killam Health Centre; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Basal ganglia; Germinoma; Treatment modality; Modalities; Neuroscience; Radiology; Central nervous system; Internal medicine; Radiation therapy","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":[0.00137709,0.0002021898,0.0002913023,0.001835458,0.0003393377,0.0006236783,0.00032478,0.0002171057,0.001070286],"category_scores_gemma":[0.00379997,0.0001354531,0.0005301471,0.002131046,0.000335575,0.0004133084,0.0006126757,0.000242231,0.000138298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008269204,"about_ca_system_score_gemma":0.0004479924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141856,"about_ca_topic_score_gemma":0.004567098,"domain_scores_codex":[0.9987715,0.0004488271,0.0002026295,0.0001862027,0.0002387258,0.0001521449],"domain_scores_gemma":[0.9954159,0.001051411,0.002636279,0.0002172981,0.0003732505,0.0003058182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002074018,0.00002655928,0.9958027,0.00002960292,0.0001451394,0.0001371139,0.00006338332,0.0001449604,0.0002106506,0.00001516093,0.00009189155,0.003125536],"study_design_scores_gemma":[0.0000134378,0.0001887813,0.9975821,0.00001530986,0.0001390728,0.0008052477,0.0003206083,0.0002544374,0.0002394145,0.00002358582,0.0004119123,0.00000607261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981229,0.0007207878,0.00017869,0.00002413992,0.000002997998,0.00002808657,0.0004473866,0.000005167884,0.0004698789],"genre_scores_gemma":[0.9993511,0.0001350903,0.00009583416,0.00001424207,0.000005289934,0.00001583493,0.0003512797,0.000002676004,0.00002876692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141856,"threshold_uncertainty_score":0.007282853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267540994711975,"score_gpt":0.2904314993558104,"score_spread":0.2677560894086907,"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."}}