{"id":"W6910565507","doi":"10.5061/dryad.ksn02v706","title":"The ganglioside, GD2, as a circulating tumor biomarker for neuroblastoma","year":2019,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Neuroblastoma; Biomarker; Ganglioneuroblastoma; Pediatric cancer; Ganglioneuroma; Childhood 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":[0.001008152,0.0007643336,0.0006700497,0.0003492699,0.0005585025,0.0004606597,0.001490714,0.0003132469,0.0002155143],"category_scores_gemma":[0.002465767,0.0005849944,0.0004973552,0.0006108282,0.0001954115,0.0001545804,0.0004506783,0.0006269565,0.03446264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873604,"about_ca_system_score_gemma":0.0003491845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256305,"about_ca_topic_score_gemma":0.0002994723,"domain_scores_codex":[0.9960787,0.0002640011,0.0007336495,0.001029972,0.0007830217,0.001110627],"domain_scores_gemma":[0.9946458,0.001587825,0.000912174,0.002415297,0.0002542018,0.0001846833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001959872,0.00005871271,0.000006883639,0.0002384083,0.0001922576,0.0001381793,0.00001588615,0.000008768528,0.001140327,0.00003056137,0.9977381,0.0002359579],"study_design_scores_gemma":[0.0008738841,0.0001378634,0.0002555876,0.0002219094,0.0002730607,0.0002223417,0.0000354217,0.0004730594,0.0001160609,0.0001859112,0.9965114,0.0006935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001092061,0.0003354664,0.000005169231,0.000133211,0.001836355,0.002171878,0.9937866,0.0001802596,0.0004589951],"genre_scores_gemma":[0.000566008,0.00000932025,0.00005348775,0.0007125096,0.0005762072,0.000452406,0.9965442,0.0003886767,0.000697189],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03424713,"threshold_uncertainty_score":0.9996601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362310486240423,"score_gpt":0.3125929625992809,"score_spread":0.2789698577368767,"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."}}