{"id":"W4399783279","doi":"10.1093/neuonc/noae064.742","title":"LMIC-25. EXPANDING THE PEDIATRIC NEURO-ONCOLOGY TELECONFERENCE EXPERIENCES, A LUXURY, OR A NECESSITY?","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Teleconference; Pediatric oncology; Medicine; Oncology; Internal medicine; Computer science; Multimedia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000675989,0.0004839962,0.001009469,0.0003893433,0.0004959786,0.00006990881,0.0007017833,0.0006898193,0.002042391],"category_scores_gemma":[0.001050777,0.000297872,0.0002394872,0.001043317,0.0009445941,0.0002984215,0.0002210032,0.001827592,0.0002606485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425002,"about_ca_system_score_gemma":0.002840762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643847,"about_ca_topic_score_gemma":0.00005749874,"domain_scores_codex":[0.996047,0.0007327941,0.0007865343,0.00111308,0.0003574052,0.0009631896],"domain_scores_gemma":[0.9927232,0.005890344,0.0002678199,0.0006805238,0.0001119396,0.0003261651],"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":[0.005414205,0.001856721,0.02128803,0.0005734363,0.0003965314,0.0297557,0.04277883,0.00006514106,0.170818,0.004178848,0.1564585,0.5664161],"study_design_scores_gemma":[0.002319317,0.006820388,0.0004813264,0.00003890482,0.0002813806,0.01172716,0.003498445,0.0009766459,0.001742963,0.0004180048,0.9713296,0.0003659016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694109,0.01329862,0.006783776,0.04880377,0.02394235,0.002550328,0.00002501297,0.001182493,0.03400278],"genre_scores_gemma":[0.9505132,0.01138584,0.002598189,0.02651101,0.00637072,0.0008996309,0.0000155187,0.0001306942,0.001575163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8148711,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046768746895227,"score_gpt":0.3882727480853224,"score_spread":0.3578050606163701,"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."}}