{"id":"W4200604006","doi":"10.3390/curroncol28060437","title":"The Challenge to the Pathologist of PD-L1 Expression in Tumor Cells of Non-Small-Cell Lung Cancer—An Overview","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concordance; Context (archaeology); Lung cancer; Immunotherapy; Oncology; Cancer; Biomarker; Cancer immunotherapy; Companion diagnostic; PD-L1; Internal medicine; Pathology; Biology","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":[0.001805838,0.0007161488,0.001296728,0.002837727,0.000342296,0.001530473,0.0009181385,0.001777531,0.001518855],"category_scores_gemma":[0.002197467,0.0003464218,0.0005598232,0.001995932,0.00106223,0.00270173,0.0007356146,0.002692697,0.001461725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007735356,"about_ca_system_score_gemma":0.001216354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318989,"about_ca_topic_score_gemma":0.001919377,"domain_scores_codex":[0.9993842,0.0001733437,0.0001021926,0.000081909,0.0002256872,0.00003271787],"domain_scores_gemma":[0.9981629,0.0009848995,0.0001408594,0.00004345572,0.0006037296,0.00006415177],"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":[0.00005893626,0.0000353221,0.0004360785,0.01154202,0.00006382522,0.0002646413,0.0001064758,0.0001679896,0.0009349243,0.003214268,0.03751916,0.9456564],"study_design_scores_gemma":[0.00001329877,0.0001095997,0.001767993,0.00851697,0.000131909,0.00447575,0.0001784563,0.0001548968,0.0005746664,0.003936153,0.9801064,0.00003403645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007675294,0.9978619,0.0001848377,0.0009660905,0.0003433703,0.000002750986,0.000008282238,0.000006905657,0.0005490294],"genre_scores_gemma":[0.000957032,0.9968253,0.0004535249,0.0006417077,0.0006803552,0.00000743563,0.00002828011,0.000003171733,0.0004030621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002837727,"threshold_uncertainty_score":0.009550333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013746318373142,"score_gpt":0.4754145955967117,"score_spread":0.2740399637593974,"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."}}