{"id":"W4409461225","doi":"10.3390/curroncol32040229","title":"Long-Term Outcomes in Patients with Locally Advanced and Metastatic Non-Small Cell Lung Cancer with High PD-L1 Expression","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pembrolizumab; Immunotherapy; Oncology; Internal medicine; Lung cancer; Survival rate; Cancer","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":[0.0009067112,0.0002509369,0.0005035566,0.0002678697,0.00044206,0.0006034574,0.0002029751,0.0004459292,0.0006109893],"category_scores_gemma":[0.0009958242,0.0001463082,0.0005761818,0.0003085345,0.0005133508,0.0006373018,0.0004173217,0.0006080339,0.0002106226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005951705,"about_ca_system_score_gemma":0.0003596111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009121282,"about_ca_topic_score_gemma":0.001677173,"domain_scores_codex":[0.9997085,0.00008955739,0.00002688898,0.00006236333,0.0000361481,0.00007649205],"domain_scores_gemma":[0.9992043,0.0001588807,0.0002775456,0.00004381967,0.00005020386,0.0002652744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008111583,0.00177311,0.9727252,0.00008266424,0.000255216,0.0009517359,0.0002977365,0.001060999,0.002366577,0.00006957377,0.0003695008,0.01193603],"study_design_scores_gemma":[0.0005464751,0.01981065,0.9750562,0.00002959629,0.0002526485,0.001201617,0.0002825392,0.001178409,0.0007070412,0.0001663715,0.0007401317,0.00002821174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992213,0.0004116325,0.0000531733,0.00003664543,0.000004958559,0.00001304375,0.00008249312,0.000001976987,0.0001747779],"genre_scores_gemma":[0.9992688,0.0001573158,0.00004813281,0.00006278145,0.0000195408,0.00001939109,0.0002805904,7.221602e-7,0.0001425864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009121282,"threshold_uncertainty_score":0.004795194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153783644441753,"score_gpt":0.3489395867033526,"score_spread":0.3274017502589351,"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."}}