{"id":"W4406150859","doi":"10.3390/curroncol32010032","title":"Initial Treatment Modalities in Patients with Newly Diagnosed Primary Lung Cancer in Japan","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Radiation therapy; Chemotherapy; Cancer; Disease; Cohort; Retrospective cohort study; Internal medicine; Stage (stratigraphy); Oncology; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560138,0.0001939424,0.0005025503,0.000744297,0.0005421343,0.0005973803,0.0003158718,0.0002847768,0.001252252],"category_scores_gemma":[0.001311299,0.0002447545,0.0007016527,0.001434563,0.000177845,0.0005041542,0.000415104,0.0005128392,0.0002140691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004338,"about_ca_system_score_gemma":0.0009364777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02555951,"about_ca_topic_score_gemma":0.05060771,"domain_scores_codex":[0.9994435,0.00005677764,0.0001157302,0.0001531878,0.000106152,0.0001247075],"domain_scores_gemma":[0.9989404,0.00006753935,0.00059422,0.00004816317,0.0001633917,0.0001862713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007391754,0.00001938556,0.9973397,0.00003923482,0.00004453097,0.0001178612,0.00007208024,0.00002299514,0.000128511,0.000009278295,0.0002974656,0.001835066],"study_design_scores_gemma":[0.000006461803,0.00003449158,0.9986202,0.00002223431,0.00004268656,0.0003218178,0.0002456782,0.00007610994,0.00004698129,0.00001052742,0.0005683083,0.000004444332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939554,0.002196807,0.00009679311,0.00013973,0.00002776805,0.00002948399,0.002406266,0.000006474686,0.001141314],"genre_scores_gemma":[0.9963053,0.0008353699,0.0001148656,0.0001555465,0.00002957298,0.00003398264,0.002234819,0.00000397774,0.0002864379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555951,"threshold_uncertainty_score":0.05082148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086336294348029,"score_gpt":0.4227936493556759,"score_spread":0.3919302864121956,"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."}}