{"id":"W4301266890","doi":"10.1007/s100240010100","title":"Neuroblastoma Classification","year":2000,"lang":"en","type":"letter","venue":"Pediatric and Developmental Pathology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Neuroblastoma; Medicine; Biology; Cancer research; Pathology; Genetics","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":[0.00005972487,0.0003382686,0.0004368059,0.0004113182,0.0001184027,0.00002555013,0.00009227246,0.0005677094,0.0004362816],"category_scores_gemma":[0.00004219993,0.0002936355,0.0000808978,0.0002199399,0.0001231397,0.00005135151,0.00008347855,0.001146794,0.001093909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000897813,"about_ca_system_score_gemma":0.0003115284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004163447,"about_ca_topic_score_gemma":8.187127e-7,"domain_scores_codex":[0.9980548,0.00009237828,0.0003235006,0.0006671192,0.0003392476,0.0005229801],"domain_scores_gemma":[0.9993877,0.0001158852,0.00008788209,0.0001958082,0.00004073099,0.0001719296],"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":[0.0001618461,0.0001136134,0.01045997,0.0002418409,0.00004854942,0.01860977,0.00005635634,1.809565e-8,0.0001652964,0.000002699316,0.9545383,0.01560171],"study_design_scores_gemma":[0.002543728,0.0009242174,0.2074117,0.00002515506,0.0003142758,0.01458963,0.00002019493,0.000007588317,0.00009130546,0.000130962,0.7734246,0.0005167038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.671579,0.001219638,0.00001860141,0.2917321,0.0004876552,0.001401038,0.0001274213,0.0003176191,0.03311691],"genre_scores_gemma":[0.08562772,0.01019928,0.003217798,0.8599145,0.005990529,0.0003283192,0.00227192,0.0002387875,0.03221112],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5859513,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625223108898784,"score_gpt":0.2661377141313451,"score_spread":0.2398854830423572,"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."}}