{"id":"W3195595411","doi":"10.2217/fon-2021-0608","title":"Brigatinib Versus Alectinib in Crizotinib-Resistant Advanced Anaplastic Lymphoma Kinase-Positive Non-Small-Cell Lung Cancer (ALTA-3)","year":2021,"lang":"en","type":"article","venue":"Future Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Alectinib; Crizotinib; Medicine; Anaplastic lymphoma kinase; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007563888,0.0002800797,0.0005790506,0.0001315006,0.0001370605,0.00001814719,0.0000912416,0.0002500237,0.0004645741],"category_scores_gemma":[0.0000861867,0.000256496,0.0001296757,0.0005617532,0.00006616612,0.00007044878,0.00005052664,0.0002538025,0.00002718652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580612,"about_ca_system_score_gemma":0.002912652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003903978,"about_ca_topic_score_gemma":0.006790307,"domain_scores_codex":[0.9982292,0.0001113365,0.0003785031,0.0005810018,0.0001896851,0.0005102896],"domain_scores_gemma":[0.9987319,0.0003219387,0.0001619849,0.0002999128,0.0002632753,0.0002210476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05150653,0.01399386,0.05569296,0.002633351,0.005130806,0.034282,0.02907046,0.001321051,0.1217469,0.003202047,0.03367555,0.6477445],"study_design_scores_gemma":[0.139443,0.01028099,0.5171286,0.001571611,0.004554811,0.0003750803,0.01558616,0.0008899372,0.04966525,0.00008978023,0.2589502,0.001464483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163586,0.006411552,0.00007601746,0.004885499,0.003986602,0.0009586391,0.0001705637,0.00007457573,0.06707793],"genre_scores_gemma":[0.9895715,0.0005980429,0.003674101,0.001482462,0.001070269,0.0004640679,0.0003606246,0.00006345342,0.002715523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.64628,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082077063560054,"score_gpt":0.3412207235650259,"score_spread":0.3303999529294254,"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."}}