{"id":"W4293204882","doi":"10.14791/btrt.2022.10.f-1086","title":"Distinct cellular processes are associated with tumor type-related cell subpopulations in pediatric central nervous system tumors","year":2022,"lang":"en","type":"article","venue":"WFNOS 2022 Abstract Book","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Central nervous system; Biology; Neuroscience; Computer science","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":[0.0001093776,0.0001182024,0.0001656558,0.0005993736,0.000166142,0.0003745553,0.0001331888,0.0001538414,0.002120566],"category_scores_gemma":[0.0002076769,0.00008604668,0.0001276787,0.0005339918,0.0001374196,0.0002826721,0.0002368885,0.0002195063,0.0004999447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093331,"about_ca_system_score_gemma":0.0001463881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775655,"about_ca_topic_score_gemma":0.001014022,"domain_scores_codex":[0.9999173,0.000009073815,0.000006962352,0.00001916553,0.00002467526,0.00002286833],"domain_scores_gemma":[0.9998909,0.00003472914,0.00003104348,0.000006267921,0.00001945648,0.00001763374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002128426,0.00009918881,0.3356948,0.0003124657,0.00008331033,0.002082054,0.0009887078,0.0004801817,0.5780466,0.003401478,0.001484679,0.07519807],"study_design_scores_gemma":[0.00001842652,0.0003216998,0.9254296,0.00002990776,0.00008907681,0.005130362,0.001071411,0.0007687846,0.05523679,0.0009679978,0.01092053,0.00001533051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877316,0.003652016,0.002211173,0.00005438222,0.00001743559,0.00002506223,0.0007895585,0.00006012186,0.005458614],"genre_scores_gemma":[0.9928672,0.001883481,0.001439581,0.00002791114,0.00001981553,0.00003369617,0.0008437164,0.0000230844,0.002861615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120566,"threshold_uncertainty_score":0.007093966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009024177214112307,"score_gpt":0.205894717750267,"score_spread":0.1968705405361547,"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."}}