{"id":"W2006326391","doi":"10.1002/pbc.20666","title":"Analysis of needle versus open biopsy for the diagnosis of advanced stage pediatric neuroblastoma","year":2005,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Biopsy; Stage (stratigraphy); Surgery; Neuroblastoma; Complication; Retrospective cohort study; Incidence (geometry); Radiology","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":[0.0001878166,0.0002260551,0.0006472917,0.0005837366,0.000100031,0.00002204923,0.0004639452,0.00006585084,0.00052942],"category_scores_gemma":[0.0002513256,0.0001607648,0.00039323,0.002735618,0.00006304378,0.000162493,0.0001987751,0.0001602894,0.000006747527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005013079,"about_ca_system_score_gemma":0.0003360614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004845534,"about_ca_topic_score_gemma":0.0002891044,"domain_scores_codex":[0.9980772,0.00004748841,0.0004963624,0.0004189142,0.000514584,0.0004455014],"domain_scores_gemma":[0.9975373,0.001018954,0.0003638373,0.0005813104,0.0002918895,0.0002066759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006783645,0.003102682,0.9553742,0.0007450665,0.005649154,0.00003924184,0.0003059764,0.004405793,0.0008100787,0.00005507992,0.00270998,0.02001913],"study_design_scores_gemma":[0.03900984,0.005944257,0.8529228,0.00003553756,0.0716832,0.000007475299,0.0002395545,0.001839005,0.02144908,0.00000834302,0.006297485,0.0005634117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918575,0.004901865,0.00002179618,0.0006566633,0.0001886749,0.001435335,0.0006404828,0.0000250869,0.0002725789],"genre_scores_gemma":[0.9870468,0.0100799,0.0006112696,0.00008830459,0.0005917427,0.0009036446,0.00002534461,0.00004028109,0.0006126951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024514,"threshold_uncertainty_score":0.65558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032262776596531,"score_gpt":0.3601275933391922,"score_spread":0.3198049655732269,"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."}}