{"id":"W4237937188","doi":"10.1093/neuonc/5.1.23","title":"Tenth International Symposium on Pediatric Neuro-Oncology","year":2003,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Pediatric oncology; Medicine; Medical physics; Internal medicine; Cancer","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":[0.0007182552,0.0007033525,0.0003398384,0.001183113,0.0003804876,0.0007476538,0.0004202576,0.001051994,0.05459998],"category_scores_gemma":[0.0004456462,0.0001890469,0.0004305134,0.0004000148,0.0003440265,0.0007217106,0.0007236894,0.00154185,0.01409864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911801,"about_ca_system_score_gemma":0.001135872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007954157,"about_ca_topic_score_gemma":0.004016726,"domain_scores_codex":[0.999801,0.00003976091,0.0000194538,0.00003872475,0.00005443485,0.00004666163],"domain_scores_gemma":[0.9995884,0.00005165839,0.00002195463,0.00002834058,0.0001532619,0.000156406],"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":[0.0001252411,0.00009332885,0.002221599,0.0005283562,0.00004802664,0.001434379,0.00008741285,0.0003437374,0.003558674,0.005064158,0.4483204,0.5381746],"study_design_scores_gemma":[0.000009251939,0.00004934864,0.001563971,0.0001594634,0.00001576632,0.003685828,0.00003614662,0.00008459019,0.0005026299,0.0009238367,0.9929639,0.000005184071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01933295,0.3680581,0.02364483,0.06455447,0.151729,0.0003249082,0.001128776,0.001028498,0.3701985],"genre_scores_gemma":[0.0506791,0.2690086,0.01958632,0.005602774,0.04713805,0.0002840789,0.001634456,0.0002974747,0.6057692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05459998,"threshold_uncertainty_score":0.1826551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029139159605437,"score_gpt":0.3003101346609944,"score_spread":0.2800187430649401,"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."}}