{"id":"W4321105976","doi":"10.3390/curroncol30020181","title":"Immunotherapy for Metastatic Non-Small Cell Lung Cancer: Therapeutic Advances and Biomarkers","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Disease; Lung cancer; Biomarker; Cancer; Clinical trial; Oncology; Intensive care medicine; Bioinformatics; Internal medicine","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":[0.0007278055,0.0006967736,0.001025658,0.001811061,0.0002191079,0.001035711,0.000572312,0.0009402166,0.002553287],"category_scores_gemma":[0.0008459057,0.000207683,0.0004947786,0.001449719,0.0003558336,0.00130539,0.0006195543,0.00192442,0.001437461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498166,"about_ca_system_score_gemma":0.0009071304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004897404,"about_ca_topic_score_gemma":0.001090104,"domain_scores_codex":[0.9998087,0.00004179978,0.00002469965,0.00002801817,0.00007424209,0.00002252541],"domain_scores_gemma":[0.9996712,0.0001721629,0.00003913364,0.000009435958,0.00008421454,0.00002387988],"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":[0.00006207819,0.00006691278,0.0001717786,0.01276104,0.00007122807,0.000134601,0.00004391186,0.0003515087,0.001939128,0.003984503,0.03243339,0.9479799],"study_design_scores_gemma":[0.00001616125,0.0001031994,0.0005390533,0.004094748,0.00009506422,0.0009358686,0.0000344153,0.0001302636,0.0005134991,0.002655868,0.9908665,0.00001528802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008772052,0.9985626,0.0001440727,0.0003718293,0.0002038896,0.000005269142,0.00001498636,0.000005810246,0.0006039422],"genre_scores_gemma":[0.0005425108,0.9984161,0.0001780222,0.0002707187,0.000198433,0.000007047745,0.00002866627,0.000001220114,0.0003572528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002553287,"threshold_uncertainty_score":0.008541584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600278219693747,"score_gpt":0.4728640728128997,"score_spread":0.312836250843525,"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."}}