{"id":"W2000129026","doi":"10.3171/foc.2007.22.6.19","title":"Lipomatous, vascular, and chondromatous benign tumors of the peripheral nerves","year":2007,"lang":"en","type":"review","venue":"Neurosurgical FOCUS","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Hamartoma; Lipoma; Debulking; Schwannoma; Hemangioma; Brachial plexus; Surgery; Radiology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002812063,0.0004266994,0.001888756,0.0001766276,0.0001403992,0.00003859041,0.00024406,0.0003441321,0.0001074197],"category_scores_gemma":[0.00009110665,0.0002423486,0.001626852,0.0005371845,0.0002196585,0.00005737386,0.0001901359,0.0005484525,0.00001599378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951543,"about_ca_system_score_gemma":0.0001513557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003100572,"about_ca_topic_score_gemma":0.000006045058,"domain_scores_codex":[0.9976183,0.0001609061,0.0009124127,0.000393825,0.0005560205,0.0003585104],"domain_scores_gemma":[0.9985148,0.0001228331,0.0003095759,0.0007850573,0.00005810487,0.0002096068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002373139,0.0003335274,0.0001974817,0.01972598,0.0004402274,0.0005477516,0.0001091591,0.000001324664,0.000006130312,0.003309131,0.0008596255,0.9744459],"study_design_scores_gemma":[0.0006413811,0.0001276364,0.0007784232,0.004255031,0.001002938,0.004130426,0.000006759547,0.00001477394,0.000008440204,0.00003134157,0.988771,0.0002318908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003344873,0.9928921,0.00001870227,0.00007562053,0.0001906106,0.0009850796,0.00002102518,0.0000610007,0.002410995],"genre_scores_gemma":[0.001696365,0.9973379,0.000138339,0.00006180532,0.0001619959,0.0000362494,0.00002018535,0.00007666325,0.0004704964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879113,"threshold_uncertainty_score":0.988269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810940887708984,"score_gpt":0.314060750960264,"score_spread":0.2759513420831741,"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."}}