{"id":"W3123668375","doi":"10.1002/bjs.11376","title":"Intercontinental collaborative experience with abdominal, retroperitoneal and pelvic schwannomas","year":2019,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Mount Sinai Hospital","funders":"Science and Technology Facilities Council; National Institute for Health and Care Research","keywords":"Medicine; Pelvis; Abdomen; Surgery; Cohort; Radiological weapon; Internal medicine","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":[0.0002529218,0.0001259066,0.0005730718,0.0001355735,0.00006014932,0.0001283317,0.00005449329,0.00004473472,0.0001760373],"category_scores_gemma":[0.0001296227,0.0001096,0.0001069656,0.0002183217,0.0001563236,0.0004275365,0.00003106013,0.0002464124,0.000007630042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002729853,"about_ca_system_score_gemma":0.0001893888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003128338,"about_ca_topic_score_gemma":0.000004250024,"domain_scores_codex":[0.9987556,0.00006282483,0.0004728026,0.0001784012,0.0003363978,0.0001939744],"domain_scores_gemma":[0.9989217,0.0001494218,0.0002886353,0.0001046885,0.0003391935,0.0001963718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002871388,0.0002841697,0.8963218,0.0001831061,0.0001466832,0.03142054,0.0007893406,5.725186e-7,0.04172464,0.00001233375,0.00824933,0.01799612],"study_design_scores_gemma":[0.002149397,0.001206219,0.761833,0.003210959,0.00006999802,0.2101771,0.004461017,0.00001427947,0.01265794,0.00000378273,0.003958965,0.0002573729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953507,0.003495912,0.000006427546,0.0002193861,0.0002854754,0.0001279535,0.00001060913,0.00001057988,0.0004929558],"genre_scores_gemma":[0.9984262,0.0004470967,0.0005752573,0.0001512492,0.0001452119,0.000002515103,0.000002385474,0.00002228793,0.0002277779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1787566,"threshold_uncertainty_score":0.4469357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412936698991077,"score_gpt":0.2357792393256943,"score_spread":0.2216498723357835,"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."}}