{"id":"W4399760496","doi":"10.1093/neuonc/noae064.680","title":"OTHR-09. HEALTHCARE PROVIDERS’ PERSPECTIVES ON MALAYSIA-SINGAPORE VIRTUAL PEDIATRIC NEURO-ONCOLOGY TUMOR BOARD MEETING","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pediatric oncology; Health care; Medicine; Internal medicine; Political science; 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":[0.004583566,0.0001704898,0.0001295183,0.0002546607,0.001690417,0.002527047,0.0004681502,0.0007282894,0.01523813],"category_scores_gemma":[0.009454126,0.0001666623,0.0002441211,0.000385039,0.0005756928,0.001638877,0.002730974,0.001193158,0.00125131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548599,"about_ca_system_score_gemma":0.00480127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006912658,"about_ca_topic_score_gemma":0.009682558,"domain_scores_codex":[0.9958205,0.002553855,0.0001949952,0.0001596238,0.0003654477,0.0009054893],"domain_scores_gemma":[0.9866642,0.002687473,0.002310831,0.000182238,0.0008814443,0.007273796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008403197,0.0008358044,0.3610352,0.002002389,0.00008681993,0.00858162,0.2191302,0.0006672284,0.003704872,0.006400654,0.175049,0.221666],"study_design_scores_gemma":[0.00004822861,0.0007552956,0.1915454,0.001055534,0.00004011499,0.004154602,0.5322881,0.000863746,0.001221811,0.0005605129,0.2673528,0.0001139784],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233169,0.001350794,0.0006495049,0.03769328,0.0008691888,0.0001368842,0.0008101985,0.00009586665,0.03507733],"genre_scores_gemma":[0.9867545,0.001149602,0.0006255671,0.004283021,0.0001656864,0.00008465388,0.0002354513,0.00003567161,0.006665781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523813,"threshold_uncertainty_score":0.05097663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170460768437626,"score_gpt":0.3395348091212825,"score_spread":0.3078302014369063,"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."}}