{"id":"W4321609350","doi":"10.21037/tcr-22-2843","title":"The benefit of the doubt: PD-L1 status in unresectable stage III NSCLC management","year":2023,"lang":"en","type":"letter","venue":"Translational Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Stage (stratigraphy); Oncology; Medicine; Internal medicine; Intensive care medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696817,0.0003620876,0.00120534,0.0004472577,0.001672843,0.002196388,0.0008328001,0.01481501,0.002893431],"category_scores_gemma":[0.01664644,0.0003483265,0.0009371628,0.0004649466,0.001643194,0.002008911,0.0008342922,0.01654742,0.002183947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143568,"about_ca_system_score_gemma":0.002116263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830443,"about_ca_topic_score_gemma":0.004391665,"domain_scores_codex":[0.9989409,0.000382829,0.0001640785,0.0001157378,0.0002232592,0.0001731308],"domain_scores_gemma":[0.9949778,0.002973738,0.0002830786,0.0001700202,0.000477079,0.001118265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001211471,0.0001680356,0.02031343,0.0003292557,0.0001091684,0.02444909,0.0003159646,0.001025294,0.001712056,0.006573406,0.8020626,0.1417303],"study_design_scores_gemma":[0.001116773,0.001173649,0.02336519,0.001423672,0.0003004802,0.05559206,0.0009314637,0.004819249,0.001597631,0.07962947,0.8298596,0.0001908033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005073083,0.006168635,0.0002625126,0.9685968,0.01184449,0.00002066445,0.00008493254,0.00003179735,0.007917156],"genre_scores_gemma":[0.108105,0.00580873,0.0009460947,0.7414438,0.1373146,0.00007976148,0.0001659257,0.00004337103,0.006092578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01481501,"threshold_uncertainty_score":0.02280825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014236073287293,"score_gpt":0.4052467398309005,"score_spread":0.3038231325021712,"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."}}