{"id":"W4385948906","doi":"10.3410/f.742667056.793600420","title":"Faculty Opinions recommendation of KEYNOTE-671: Randomized, double-blind, phase 3 study of pembrolizumab or placebo plus platinum-based chemotherapy followed by resection and pembrolizumab or placebo for early stage NSCLC.","year":2023,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pembrolizumab; Placebo; Chemotherapy; Medicine; Double blind; Stage (stratigraphy); Internal medicine; Resection; Oncology; Surgery; Cancer; Immunotherapy; Alternative medicine; Pathology","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":[0.006942339,0.001772825,0.003034436,0.001217445,0.000875915,0.003235171,0.004299984,0.003198127,0.2132159],"category_scores_gemma":[0.03836196,0.00112238,0.004038896,0.00286144,0.0004141802,0.001514788,0.001808058,0.00244252,0.07112303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009577,"about_ca_system_score_gemma":0.007984572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009904291,"about_ca_topic_score_gemma":0.03334318,"domain_scores_codex":[0.9960817,0.001790092,0.0004932473,0.0005880253,0.0007775425,0.0002694737],"domain_scores_gemma":[0.9871053,0.004822118,0.001841122,0.002394604,0.002341763,0.001495164],"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":[0.002939806,0.00009973149,0.0008086222,0.002764524,0.000673154,0.0000129116,0.000007900911,0.0001478652,0.0001207476,0.0003178444,0.9844936,0.007613393],"study_design_scores_gemma":[0.06118793,0.0004102791,0.00828173,0.002730357,0.00255897,0.00007484581,0.00002875051,0.001083803,0.0007094904,0.002878189,0.9199585,0.00009721654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002828568,0.0003013742,0.0002346778,0.0009347706,0.0001778447,0.0006146614,0.9943947,0.0002704906,0.002788613],"genre_scores_gemma":[0.003920793,0.0007798676,0.002900195,0.002869957,0.0002628191,0.005538099,0.974096,0.0003264877,0.009305713],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2132159,"threshold_uncertainty_score":0.7132781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448465581763016,"score_gpt":0.4097342826650986,"score_spread":0.3452496268474685,"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."}}