{"id":"W4416398904","doi":"10.1016/j.lungcan.2025.108844","title":"Tarlatamab population survival kinetics in extensive-stage small cell lung cancer: brief report","year":2025,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Population; Lung; Survival analysis; Duration (music); Cell","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":[0.0003340041,0.0002998217,0.0006389449,0.0003018552,0.0001065489,0.00004020055,0.0001759824,0.0001504598,0.0002812235],"category_scores_gemma":[0.0002562809,0.0002848328,0.0001202116,0.000796172,0.0000886651,0.0001013857,0.0002093143,0.0005015148,0.00000233037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220731,"about_ca_system_score_gemma":0.000701067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03385456,"about_ca_topic_score_gemma":0.01802868,"domain_scores_codex":[0.9973959,0.00007537928,0.0005949801,0.0007041128,0.000571287,0.0006582888],"domain_scores_gemma":[0.9984877,0.0001132424,0.0001819979,0.0006497374,0.0004210618,0.0001462836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003258528,0.0001133326,0.9753252,0.001643303,0.000214088,0.0005972498,0.0003262829,0.0009593595,0.002252972,0.0001065322,0.01570874,0.002427118],"study_design_scores_gemma":[0.00323281,0.00005942345,0.956476,0.001185917,0.0003415559,0.000009537582,0.0001544545,0.004485565,0.00218987,0.00002737479,0.03151131,0.0003261718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292877,0.03916447,0.0004086234,0.005838216,0.002461573,0.002150134,0.0001302767,0.0001748769,0.02038411],"genre_scores_gemma":[0.9501811,0.003715894,0.0002986562,0.0009729493,0.000520059,0.0005443812,0.0001085957,0.00005956508,0.04359877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03544857,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119000609224513,"score_gpt":0.3735227961243929,"score_spread":0.3523327900321478,"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."}}