{"id":"W4413382855","doi":"10.58931/cot.2025.2239","title":"Small-Cell Lung Cancer: Integration of Radiation and Immunotherapy for All Stages","year":2025,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne","funders":"","keywords":"Immunotherapy; Lung cancer; Cancer; Medicine; Radiation therapy; Oncology; Cancer research; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002101697,0.00008711909,0.0002601538,0.000271972,0.00007415147,0.000007007241,0.00006078088,0.0001119618,0.00005266319],"category_scores_gemma":[0.0001187381,0.0000799293,0.00003831639,0.0001319384,0.0001024024,0.00003152994,0.00001160318,0.0001144666,4.548855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424661,"about_ca_system_score_gemma":0.002709858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06419909,"about_ca_topic_score_gemma":0.2699619,"domain_scores_codex":[0.9993266,0.00003850845,0.0001711088,0.0001665233,0.00005402365,0.0002432183],"domain_scores_gemma":[0.9993641,0.0001691283,0.0000572077,0.0001302622,0.000151863,0.0001274532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006732643,0.00008622734,0.1573101,0.0007871922,0.0008531539,0.00001892923,0.003288758,0.0000127278,0.0326205,0.002275824,0.1882447,0.6138286],"study_design_scores_gemma":[0.009390092,0.001529141,0.1799705,0.000429374,0.0004279586,0.000005558492,0.001077204,0.001146028,0.03614343,0.0004577826,0.769169,0.000253932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067602,0.08449829,0.001598422,0.07698238,0.001032477,0.00446659,0.0003403855,0.00005405218,0.02426722],"genre_scores_gemma":[0.9724309,0.01168022,0.0008432069,0.004717512,0.0001372753,0.0006216622,0.00007570838,0.00002181233,0.009471661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6135747,"threshold_uncertainty_score":0.9420325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511551505060303,"score_gpt":0.3782479123245323,"score_spread":0.3531323972739293,"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."}}