{"id":"W4381952533","doi":"10.31219/osf.io/u2v8h","title":"Pembrolizumab and its effectiveness in treating non-small cell lung cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pembrolizumab; Immunotherapy; Lung cancer; Immune system; Cancer; Cancer immunotherapy; Medicine; Monoclonal antibody; Cancer research; Immunology; Antibody; Oncology; Internal medicine","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":[0.0005008861,0.0001625753,0.0002790965,0.0003658295,0.0001346195,0.0004271845,0.0001198133,0.0003398244,0.003898834],"category_scores_gemma":[0.0005292834,0.00006066095,0.0003042598,0.0003074768,0.0001484991,0.0003520197,0.0001685941,0.0008496936,0.0007703552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611759,"about_ca_system_score_gemma":0.0002864054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007074741,"about_ca_topic_score_gemma":0.001578681,"domain_scores_codex":[0.9998367,0.00005529004,0.00001013116,0.00001792186,0.00006068023,0.00001923131],"domain_scores_gemma":[0.9998931,0.00003721686,0.00001634757,0.000005946735,0.00002630394,0.00002109244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002529283,0.0005261606,0.001122346,0.001493624,0.0001885903,0.0004506629,0.00006600525,0.0008249103,0.02384754,0.00473815,0.02312902,0.9410837],"study_design_scores_gemma":[0.002867683,0.006333614,0.03175885,0.0013117,0.0004726239,0.003812412,0.0001111317,0.002172571,0.03433767,0.005671568,0.9111086,0.00004161933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07592446,0.8612395,0.001639168,0.01060602,0.001490218,0.0001222223,0.0004778126,0.00008771986,0.04841293],"genre_scores_gemma":[0.5085641,0.4477766,0.00481794,0.003920205,0.002163856,0.0001437347,0.001022691,0.00005404278,0.03153694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003898834,"threshold_uncertainty_score":0.01304287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419346317136584,"score_gpt":0.3137495484523325,"score_spread":0.2895560852809667,"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."}}