{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008541274,0.0004297561,0.0004624409,0.001651049,0.0004251324,0.0005230062,0.0002898647,0.0004430408,0.001196409],"category_scores_gemma":[0.001572678,0.0002755443,0.0005891442,0.001281055,0.0002920826,0.0002902391,0.0003551031,0.0002492373,0.0002526558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008778981,"about_ca_system_score_gemma":0.0006512251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959965,"about_ca_topic_score_gemma":0.01539639,"domain_scores_codex":[0.9994676,0.0001180109,0.00006100294,0.0001324529,0.0001188703,0.0001020892],"domain_scores_gemma":[0.9984719,0.0002939094,0.0007310386,0.00009690467,0.0001955621,0.0002106813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229026,0.00001330735,0.9974132,0.00001359404,0.00007210619,0.0002507625,0.00005606549,0.00004359366,0.0001289146,0.000007983204,0.0001497997,0.001727707],"study_design_scores_gemma":[0.00001152526,0.0001278435,0.9976375,0.00001111918,0.00004915277,0.001413642,0.0001378754,0.00008465562,0.00004346956,0.000009310773,0.0004679778,0.000005931289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975312,0.001372597,0.00009961696,0.00004153192,0.000003622912,0.00001318598,0.0005848469,0.000005105598,0.0003482589],"genre_scores_gemma":[0.998609,0.0003660805,0.00005349482,0.0000355358,0.00001409959,0.00001114878,0.0008422059,0.000002299846,0.0000662444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959965,"threshold_uncertainty_score":0.03897113,"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."}}