{"id":"W2897797073","doi":"10.1093/annonc/mdy289.004","title":"Efficacy of pembrolizumab (Pembro) in patients (Pts) with advanced melanoma with stable brain metastases (BM) at baseline: A pooled retrospective analysis","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pembrolizumab; Metastatic melanoma; Internal medicine; Oncology; Incidence (geometry); Surgery; Immunotherapy; Cancer","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":[0.003195337,0.0003136696,0.0007181383,0.0006845695,0.0001528734,0.0006425682,0.0002679852,0.0003305625,0.0007233904],"category_scores_gemma":[0.003510849,0.0003507105,0.001918235,0.00099618,0.0001894401,0.0003897783,0.000313991,0.0003616804,0.000159633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130501,"about_ca_system_score_gemma":0.0002193174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005452028,"about_ca_topic_score_gemma":0.0006402817,"domain_scores_codex":[0.9986192,0.0005107424,0.0002828744,0.0003387356,0.0001958805,0.00005262297],"domain_scores_gemma":[0.9971645,0.0007054267,0.001637737,0.0002365402,0.0001481269,0.0001077178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01656374,0.000132214,0.9449751,0.0008890337,0.01596113,0.0001859403,0.00007463833,0.0007079381,0.00200873,0.00006230411,0.0004740778,0.01796515],"study_design_scores_gemma":[0.0009329133,0.004286961,0.9796697,0.0001644421,0.01016535,0.0009273887,0.00007369827,0.001023595,0.0008509057,0.00006538265,0.001821289,0.0000184345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834208,0.01355522,0.0005392914,0.0000447664,0.00001583715,0.00007124734,0.001847065,0.00001147926,0.0004942684],"genre_scores_gemma":[0.9970335,0.001621283,0.0001517347,0.00003534862,0.00002554286,0.00003522562,0.001014708,0.000003393443,0.00007922025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003195337,"threshold_uncertainty_score":0.01689875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282625944279762,"score_gpt":0.3306976374599298,"score_spread":0.3078713780171322,"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."}}