{"id":"W3206418811","doi":"10.1016/j.wneu.2021.10.113","title":"Comparative Efficacy of Treatments for Brain Metastases from Non–Small Cell Lung Cancer without an EGFR-Mutation/ALK-Rearrangement: A Systematic Review and Network Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Queen's University; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Lung cancer; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004839052,0.002127624,0.01413051,0.00266403,0.000362888,0.001978932,0.001602517,0.001861993,0.004954021],"category_scores_gemma":[0.01257268,0.001114181,0.02706601,0.003648272,0.0006050288,0.00130375,0.00124604,0.002077726,0.0003711283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881005,"about_ca_system_score_gemma":0.001569016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006496722,"about_ca_topic_score_gemma":0.01919983,"domain_scores_codex":[0.9965273,0.001528879,0.0009339137,0.0005155614,0.0003159071,0.0001785115],"domain_scores_gemma":[0.9943277,0.003937783,0.001116625,0.000197213,0.0003079903,0.0001128018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00530475,0.00003707954,0.002769478,0.2567103,0.7218614,0.00007080578,0.00007008111,0.0004273737,0.0003117934,0.0001237773,0.0006776875,0.01163562],"study_design_scores_gemma":[0.001895963,0.0002779856,0.003662207,0.01011098,0.982055,0.00005405246,0.00004685807,0.0001092492,0.00008144441,0.0001895704,0.001491102,0.00002556308],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008283758,0.9899631,0.0003588578,0.0001220952,0.0001583176,0.0001271615,0.0006778873,0.00002154122,0.0002872201],"genre_scores_gemma":[0.296084,0.6987967,0.0016182,0.0012271,0.0002480241,0.0004107463,0.001097597,0.0000437839,0.0004737211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01413051,"threshold_uncertainty_score":0.02559161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606671404875399,"score_gpt":0.407896978682777,"score_spread":0.2472298381952371,"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."}}