{"id":"W4324056400","doi":"10.3390/curroncol30030247","title":"Descriptive Analysis of First-Line Non-Small Cell Lung Cancer Treatment with Pembrolizumab in Tumors Expressing PD-L1 ≥ 50% in Patients Treated in Quebec’s University Teaching Hospitals (DALP-First Study)","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University Health Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Pembrolizumab; Medicine; Lung cancer; Oncology; Internal medicine; First line treatment; Family medicine; Cancer; Immunotherapy; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009045377,0.0002821858,0.0006569771,0.001582836,0.0007448625,0.0008093034,0.0007237814,0.0005336906,0.001932196],"category_scores_gemma":[0.002976555,0.0002427424,0.000819118,0.002759353,0.000376122,0.0004682212,0.0003062127,0.0007296677,0.0001787651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005402965,"about_ca_system_score_gemma":0.003291552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2571415,"about_ca_topic_score_gemma":0.309025,"domain_scores_codex":[0.9987891,0.0001539188,0.0002036993,0.000284976,0.0003111217,0.0002571045],"domain_scores_gemma":[0.9941596,0.001204754,0.002933625,0.000197458,0.0009814388,0.0005231143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004775368,0.00005115232,0.9966434,0.00006293878,0.0001160402,0.0001111839,0.00009875387,0.0001087735,0.0001587604,0.00002123357,0.0005075791,0.001642762],"study_design_scores_gemma":[0.00002150245,0.0001840928,0.9987416,0.000017277,0.0000339238,0.0001547666,0.0002045547,0.0001792311,0.00004300825,0.000006352016,0.0004042529,0.000009496501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877645,0.001025782,0.0001235763,0.0000735393,0.000008923644,0.000111353,0.009800172,0.00001211918,0.001079896],"genre_scores_gemma":[0.9953223,0.0002670268,0.00008580703,0.00006915499,0.000009925604,0.00006320971,0.003978865,0.000004273083,0.0001994856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7428585,"threshold_uncertainty_score":0.5112895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587474657463547,"score_gpt":0.3227818072789339,"score_spread":0.2869070607042984,"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."}}