{"id":"W2808946203","doi":"10.1634/theoncologist.2017-0136","title":"Brain Metastases from Adult Sarcoma: Prognostic Factors and Impact of Treatment. A Retrospective Analysis from the French Sarcoma Group (GSF/GETO)","year":2018,"lang":"en","type":"article","venue":"The Oncologist","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Society for Medical Oncology","keywords":"Sarcoma; Oncology; Retrospective cohort study; Medicine; Overall survival; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350702,0.0003991601,0.0009891484,0.00009617242,0.0002868177,0.0000511009,0.0002232058,0.0001006093,0.0006813227],"category_scores_gemma":[0.0007762091,0.0001608589,0.0005972484,0.0006760989,0.001081983,0.00006308952,0.0001071403,0.0001735383,0.0000157967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699295,"about_ca_system_score_gemma":0.0001521869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1150793,"about_ca_topic_score_gemma":0.02363374,"domain_scores_codex":[0.9979185,0.000529304,0.0003992183,0.0005026783,0.0002958023,0.0003545224],"domain_scores_gemma":[0.9956625,0.002830713,0.0003269875,0.0008631402,0.0001632843,0.0001533762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317891,0.000882746,0.9801596,0.000003344209,0.01048136,0.00004618412,0.001543925,0.000002445698,0.0005164259,0.0001353302,0.001739641,0.004157236],"study_design_scores_gemma":[0.002967502,0.008298167,0.9760274,0.0000291728,0.009502031,0.000009551342,0.0008830924,0.00020529,0.0005325176,0.001110671,0.0002865606,0.000148055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924234,0.001361533,0.0001747901,0.001748441,0.00007110609,0.0009273126,0.002935483,0.00005052119,0.0003074782],"genre_scores_gemma":[0.9974614,0.0001076286,0.001030313,0.0002573326,0.0002436658,0.00006146654,0.0007277661,0.00002354913,0.00008686531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09144554,"threshold_uncertainty_score":0.9941824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848506438058978,"score_gpt":0.3201010093380984,"score_spread":0.2916159449575086,"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."}}