{"id":"W2422549628","doi":"10.1093/neuonc/now081.41","title":"QOS-41NEURAL NETWORK DISTURBANCES IN CHILDREN TREATED FOR BRAIN TUMOURS","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Hospital for Sick Children; McMaster University; University of Toronto","funders":"","keywords":"Neuroscience; Computer science; Medicine; Psychology","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":[0.0001388404,0.0002027407,0.0001966145,0.0003487123,0.0002841344,0.0002776548,0.0001403373,0.0001535517,0.001694615],"category_scores_gemma":[0.0007836505,0.00008137005,0.0001758539,0.0004110144,0.0002136434,0.0001717003,0.0002494477,0.0002315321,0.0001547246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248836,"about_ca_system_score_gemma":0.0003834434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006725308,"about_ca_topic_score_gemma":0.01021863,"domain_scores_codex":[0.999897,0.00001618795,0.000008397597,0.00002222636,0.0000253423,0.00003084389],"domain_scores_gemma":[0.9995827,0.00005169827,0.0002369558,0.00001471652,0.00005160836,0.00006232564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002090057,0.0000423247,0.9774492,0.00005959575,0.00004453091,0.001246181,0.0007045453,0.0002284541,0.004530748,0.00005567791,0.0002913252,0.01513842],"study_design_scores_gemma":[0.000002504887,0.0001279046,0.9971445,0.000004733202,0.0000127735,0.001649889,0.0002735892,0.00009167955,0.000397319,0.00001930922,0.0002736461,0.00000210709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994259,0.0001080424,0.00008081755,0.00001441422,0.000001279254,0.000004143433,0.0001268424,0.000003996216,0.0002345621],"genre_scores_gemma":[0.9992076,0.0001595659,0.000162689,0.000008261665,0.000001844691,0.0000124657,0.0002599745,0.000002951746,0.0001848938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006725308,"threshold_uncertainty_score":0.0133723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004026631933782,"score_gpt":0.2932533753929637,"score_spread":0.2632131090736259,"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."}}