{"id":"W3163843574","doi":"10.1002/cam4.3938","title":"Cardiovascular adverse events associated with BRAF versus BRAF/MEK inhibitor: Cross‐sectional and longitudinal analysis using two large national registries","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Vemurafenib; Medicine; Dabrafenib; Adverse effect; Trametinib; Internal medicine; Odds ratio; Oncology; Cancer; MAPK/ERK pathway; Metastatic melanoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003146986,0.0001588509,0.000283678,0.00007027866,0.00016583,0.000009101273,0.00006452851,0.0001039633,0.0001061518],"category_scores_gemma":[0.000256194,0.0001382264,0.0001476562,0.0003546179,0.0001523352,0.000009687351,0.00006561189,0.00009948486,6.978197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002424,"about_ca_system_score_gemma":0.0003694835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256162,"about_ca_topic_score_gemma":0.0007394098,"domain_scores_codex":[0.9985961,0.00006797534,0.0001952238,0.0004505755,0.000468258,0.000221812],"domain_scores_gemma":[0.9990926,0.00002571666,0.0001022367,0.0002113512,0.0004602304,0.0001078702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004708119,0.00007225859,0.9642059,0.0000340375,0.007299931,0.0001097962,0.00008678518,0.003623759,0.02314356,0.0001157079,0.0006794974,0.0001579239],"study_design_scores_gemma":[0.01643916,0.0005143763,0.9404005,0.0001495134,0.002599146,0.0001203734,0.0002553269,0.000823261,0.01927678,0.00004310167,0.01881796,0.0005604567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922516,0.004885638,0.001660645,0.00006456203,0.0004513339,0.00007375596,0.0001612121,0.00001102618,0.0004402476],"genre_scores_gemma":[0.9974649,0.0001860017,0.00009227778,0.0001006008,0.0008632034,0.00001428988,0.0008558858,0.00001482819,0.0004079985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380539,"threshold_uncertainty_score":0.5636709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740577039944364,"score_gpt":0.3204731415523259,"score_spread":0.2830673711528822,"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."}}