{"id":"W4313037203","doi":"10.18103/mra.v10i10.3190","title":"Emerging Evidence from Landmark Clinical Trials on Perioperative Immunotherapy in Resectable Non-Small Cell Lung Cancer","year":2022,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Clinical trial; Lung cancer; Perioperative; Immunotherapy; Oncology; Internal medicine; Clinical endpoint; Cancer; Disease; Stage (stratigraphy); Adjuvant; Intensive care medicine; Surgery","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":[0.01756584,0.0005208461,0.001920663,0.0008002807,0.0003188687,0.003150933,0.001043375,0.001274051,0.006876831],"category_scores_gemma":[0.04219841,0.0003049335,0.002155233,0.001597052,0.0009328884,0.002635524,0.001070755,0.004077117,0.001468648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101827,"about_ca_system_score_gemma":0.00273187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005910923,"about_ca_topic_score_gemma":0.001689781,"domain_scores_codex":[0.9946327,0.002579719,0.001175343,0.0004407751,0.0009839879,0.0001873514],"domain_scores_gemma":[0.9154246,0.06659144,0.007271548,0.00167109,0.007958755,0.001082557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005871744,0.0001727815,0.003468192,0.07190331,0.003014127,0.0001834222,0.0002356473,0.0006302358,0.002836816,0.005790085,0.04554332,0.8603503],"study_design_scores_gemma":[0.002737312,0.00797663,0.01898663,0.09739378,0.01669593,0.0008897347,0.0005215988,0.0005543472,0.004319725,0.01350007,0.8363233,0.0001009961],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004340006,0.9627739,0.001531045,0.02036615,0.001942977,0.0001730781,0.0007553103,0.00004981779,0.008067873],"genre_scores_gemma":[0.05192921,0.91093,0.003989077,0.02497263,0.00476484,0.0003915617,0.001682238,0.00007578864,0.001264618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01756584,"threshold_uncertainty_score":0.09289813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725829873187692,"score_gpt":0.5128888028569806,"score_spread":0.3403058155382114,"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."}}