{"id":"W2067726724","doi":"10.1055/s-2008-1038923","title":"Implication of Unfavorable Histology, MYCN Amplification and Diploidy for Stage I and II Neuroblastomas","year":2008,"lang":"en","type":"article","venue":"European Journal of Pediatric Surgery","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Histology; Medicine; Neuroblastoma; Stage (stratigraphy); Chemotherapy; Pathology; Oncology; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006589942,0.0001099656,0.0003223123,0.0003929094,0.0001294764,0.000006454895,0.00005228565,0.00002049474,0.000008906109],"category_scores_gemma":[0.0005615677,0.00009146949,0.00009893977,0.0001928397,0.0001039116,0.0001200363,0.00003989236,0.0001365579,0.000002560613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002506192,"about_ca_system_score_gemma":0.0001427542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002581327,"about_ca_topic_score_gemma":1.942296e-7,"domain_scores_codex":[0.9987699,0.0001671991,0.0005140632,0.0001638354,0.0002025823,0.0001823661],"domain_scores_gemma":[0.9983678,0.0005108339,0.0004953381,0.0001530094,0.0002550977,0.0002178458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003929802,0.001946809,0.8382269,0.0009850097,0.0003710752,0.002688156,0.001031918,0.00001428123,0.07731264,0.0001440806,0.0466338,0.02671552],"study_design_scores_gemma":[0.002903388,0.002579419,0.9800448,0.0000339713,0.0002462932,0.00212945,0.00004595592,0.00002176186,0.003403001,0.00003051744,0.008419646,0.0001417765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975083,0.001298712,0.000377896,0.0003237544,0.0001078074,0.0001876819,0.000013831,0.00001141187,0.0001706419],"genre_scores_gemma":[0.9956098,0.003078852,0.0005807698,0.00004102579,0.0002792227,0.000002367271,0.000006590548,0.0000277242,0.0003736599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418179,"threshold_uncertainty_score":0.3730018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075401340504898,"score_gpt":0.2803624449958163,"score_spread":0.2296084315907673,"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."}}