{"id":"W4313473108","doi":"10.3390/curroncol30010045","title":"Retrospective Assessment of Complementary Liquid Biopsy on Tissue Single-Gene Testing for Tumor Genotyping in Advanced NSCLC","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Pfizer Canada; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Pfizer","keywords":"Medicine; Biomarker; Genotyping; Liquid biopsy; Oncology; Amplicon; Lung cancer; Internal medicine; Biopsy; Cancer; Gene; Pathology; Genotype; Polymerase chain reaction; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003048406,0.0002984688,0.0003277308,0.0007438198,0.0002747256,0.0007039023,0.0002932772,0.0003956768,0.0006180624],"category_scores_gemma":[0.008977365,0.0002023315,0.0002659903,0.0005372815,0.0003657045,0.0004559807,0.0004762332,0.0003200996,0.0003568452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297059,"about_ca_system_score_gemma":0.0003402864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301705,"about_ca_topic_score_gemma":0.001632166,"domain_scores_codex":[0.9967642,0.001274717,0.0003657642,0.0005552488,0.0008476086,0.0001925774],"domain_scores_gemma":[0.9919679,0.003471673,0.002008585,0.0006872867,0.00140557,0.0004590623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005711864,0.00002491988,0.9879458,0.00002004757,0.00002774248,0.000403096,0.0001045499,0.0001404387,0.004594619,0.00002714323,0.00005423132,0.006086284],"study_design_scores_gemma":[0.00001198824,0.001155299,0.9861023,0.00001748566,0.00008235225,0.003875594,0.000315605,0.002146078,0.005425999,0.00004966298,0.0008045865,0.00001296538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978464,0.0004800895,0.0009419358,0.0000164166,0.00001237023,0.0000183343,0.0001130056,0.000007708048,0.0005637167],"genre_scores_gemma":[0.9992084,0.00008352329,0.0004823152,0.00001851966,0.000007030666,0.000009496801,0.0001266738,0.00000286646,0.00006122255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003048406,"threshold_uncertainty_score":0.01612169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08465639240348374,"score_gpt":0.4060193304888331,"score_spread":0.3213629380853493,"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."}}