{"id":"W2078506206","doi":"10.1007/s00383-008-2240-7","title":"Case selection in minimally invasive surgical treatment of neuroblastoma","year":2008,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Research (Canada); BC Children's Hospital","funders":"","keywords":"Medicine; Pediatric surgery; Invasive surgery; Selection (genetic algorithm); Neuroblastoma; Surgical procedures; Surgery; Surgical resection; General surgery","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":[0.0006198638,0.0005693647,0.0005304372,0.002169223,0.002023055,0.001102537,0.0007281118,0.001391877,0.004163086],"category_scores_gemma":[0.003568218,0.0003197305,0.0005916571,0.001073381,0.0009144699,0.0009727724,0.001146664,0.0008198454,0.0005301815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000583378,"about_ca_system_score_gemma":0.0007706904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007225991,"about_ca_topic_score_gemma":0.001810767,"domain_scores_codex":[0.9991612,0.0001995607,0.0001347404,0.0001022786,0.0001630387,0.0002391123],"domain_scores_gemma":[0.9988738,0.0004463672,0.0002276992,0.00008760404,0.00007130775,0.0002932276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0008175294,0.0001263338,0.2453593,0.0001420378,0.00003519413,0.7078878,0.0003491682,0.001210648,0.004920493,0.00148733,0.002118215,0.03554593],"study_design_scores_gemma":[0.00001440124,0.0001232408,0.03634055,0.00004666676,0.00002200736,0.9580991,0.0006416733,0.001045119,0.001511469,0.0008578892,0.001279874,0.00001798876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680423,0.003414807,0.005869339,0.001589975,0.0002155205,0.0001521701,0.000215678,0.00008491574,0.02041524],"genre_scores_gemma":[0.995258,0.0007514259,0.002704757,0.0001672778,0.0002993967,0.00004813354,0.0001764456,0.00002548233,0.0005691478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004163086,"threshold_uncertainty_score":0.01392692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443695753906785,"score_gpt":0.2985707294967357,"score_spread":0.2541337719576678,"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."}}