{"id":"W2891179139","doi":"10.1200/jco.2018.36.15_suppl.e15137","title":"Immunotherapy efficacy and toxicity in a real-world elderly population.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Toxicity; Population; Immunotherapy; Oncology; Internal medicine; Pharmacology; Cancer; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079762,0.0001170271,0.0003032352,0.000319954,0.0001991055,0.0004028816,0.0001050225,0.0002464795,0.001534181],"category_scores_gemma":[0.001835098,0.00007216166,0.0003668405,0.0005220342,0.0001991309,0.0003839669,0.0002619112,0.0002496923,0.0002854205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489012,"about_ca_system_score_gemma":0.0002575576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686957,"about_ca_topic_score_gemma":0.00100123,"domain_scores_codex":[0.9996037,0.0001345501,0.00006514116,0.00007110431,0.00007600486,0.00004947306],"domain_scores_gemma":[0.9984486,0.0003721565,0.0008521189,0.00005244961,0.0001675814,0.0001070183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007838192,0.00007299447,0.9896379,0.00007778244,0.00009660805,0.000283864,0.0000878466,0.00008412333,0.0002547262,0.00003285914,0.0002504852,0.008337031],"study_design_scores_gemma":[0.00007345531,0.001470097,0.9939955,0.00003990585,0.0001344093,0.001900162,0.0002290487,0.0003227632,0.0001978729,0.00008587475,0.001544017,0.000007037349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961204,0.002296404,0.0001147892,0.0001110512,0.00000891767,0.00002318368,0.0005272426,0.000002973919,0.0007950576],"genre_scores_gemma":[0.9990062,0.0003668959,0.00007094411,0.00009041445,0.00001862055,0.0000130489,0.0002896175,9.423284e-7,0.0001433991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534181,"threshold_uncertainty_score":0.005710423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310980673496699,"score_gpt":0.5420036895177022,"score_spread":0.3109056221680322,"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."}}