{"id":"W4411992242","doi":"10.1016/j.jtocrr.2025.100876","title":"Characteristics of Short-Term Survivors With ALK or ROS1-Altered Metastatic NSCLC","year":2025,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Takeda Oncology; Takeda Pharmaceutical Company; LUNGevity Foundation","keywords":"Medicine; Lung cancer; Oncology; ROS1; Internal medicine; Term (time); Cancer; Adenocarcinoma","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":[0.0002370677,0.0001112862,0.0001628833,0.0002865094,0.0002164813,0.0002892535,0.0001730011,0.0002903808,0.003284612],"category_scores_gemma":[0.0009662124,0.00006514523,0.0002611226,0.0003450592,0.0001744583,0.0003145726,0.0002361354,0.0002805564,0.0003609997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214377,"about_ca_system_score_gemma":0.0002928198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739276,"about_ca_topic_score_gemma":0.00293186,"domain_scores_codex":[0.9998658,0.00001356719,0.00001946772,0.00003518535,0.00002829496,0.00003775323],"domain_scores_gemma":[0.9994473,0.00006138207,0.0002419927,0.00002077031,0.00004253978,0.0001860762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002136835,0.00002720257,0.997577,0.00001012713,0.00002269054,0.0001005888,0.00003184205,0.00004680179,0.0001956093,0.00002533085,0.0002424663,0.001506594],"study_design_scores_gemma":[0.000006628039,0.0002284326,0.9985595,0.000008088557,0.0000162577,0.0005002954,0.0001276884,0.00008370596,0.00004236194,0.00004158948,0.000382284,0.000003188926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998231,0.0001711103,0.00004062831,0.00005589217,0.000007334674,0.000006616532,0.0009166634,0.000002540473,0.0005681099],"genre_scores_gemma":[0.9985095,0.00006005382,0.00001633563,0.00002671264,0.0000115797,0.000009849079,0.001022451,0.000001002843,0.0003425479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003284612,"threshold_uncertainty_score":0.01098812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380875125239687,"score_gpt":0.5202878453184,"score_spread":0.3822003327944313,"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."}}