{"id":"W3032353482","doi":"10.1200/jco.2020.38.15_suppl.9517","title":"Correlation of baseline molecular and clinical variables with ALK inhibitor efficacy in ALTA-1L.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Crizotinib; Medicine; Internal medicine; Lung cancer; ALK inhibitor; Fusion gene; ROS1; Anaplastic lymphoma kinase; Population; Oncology; Cancer; Cancer research; Adenocarcinoma; Gene; Biology; Genetics","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":[0.001142471,0.0001819201,0.0004699725,0.0002844624,0.0001527178,0.0005392673,0.0002388924,0.0003399414,0.002321088],"category_scores_gemma":[0.002359776,0.0001147383,0.0004204411,0.0004304282,0.0001803436,0.0003576763,0.0002290526,0.0007478626,0.000374179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004719,"about_ca_system_score_gemma":0.0002913701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004501963,"about_ca_topic_score_gemma":0.0005516131,"domain_scores_codex":[0.9994634,0.0001529223,0.00005824926,0.0001435427,0.0001120606,0.00006975475],"domain_scores_gemma":[0.9980901,0.0006794808,0.0007850503,0.00006728778,0.0001053158,0.0002727813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01228573,0.0001949964,0.9779664,0.00003739014,0.0002542537,0.00008911696,0.00002640978,0.0003222415,0.001696111,0.00003074052,0.000460771,0.006635789],"study_design_scores_gemma":[0.0003839932,0.003235644,0.993651,0.000009838183,0.000145097,0.0003767612,0.00004459419,0.001054977,0.0004454597,0.0000517854,0.0005941675,0.000006847146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978466,0.0007453687,0.0001001647,0.00006676912,0.000008091374,0.00002177917,0.0007440467,0.000007037086,0.0004601298],"genre_scores_gemma":[0.9988506,0.00007070592,0.00006803583,0.00003671696,0.000009729518,0.0000257026,0.0007878431,0.000002791592,0.0001478502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002321088,"threshold_uncertainty_score":0.007764816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06326360016946156,"score_gpt":0.4715406169423998,"score_spread":0.4082770167729383,"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."}}