{"id":"W4403604711","doi":"10.58931/cot.2024.1221","title":"Current Uses and Pitfalls of Liquid Biopsy in NSCLC","year":2024,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation; American Society of Clinical Oncology; International Association for the Study of Lung Cancer","keywords":"Liquid biopsy; Biopsy; Current (fluid); Medicine; Radiology; Medical physics; Internal medicine; Cancer; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02404355,0.0007918752,0.00132458,0.003817307,0.001054942,0.004001224,0.002641547,0.002913379,0.001219573],"category_scores_gemma":[0.04649984,0.0007111555,0.0008728082,0.002063966,0.005312847,0.004235298,0.001826789,0.003837823,0.001754512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122659,"about_ca_system_score_gemma":0.002046975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006158861,"about_ca_topic_score_gemma":0.0124848,"domain_scores_codex":[0.9854054,0.005385289,0.002280462,0.001117614,0.005384275,0.0004268376],"domain_scores_gemma":[0.9524344,0.03136454,0.003697734,0.001736285,0.009633429,0.001133571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003462947,0.00006437659,0.03510107,0.002408186,0.00009443274,0.00456281,0.001074333,0.00117269,0.00330873,0.004796043,0.03073094,0.9163401],"study_design_scores_gemma":[0.00008412138,0.00069236,0.07288522,0.02041254,0.0006966093,0.0894233,0.008557164,0.01324023,0.0193299,0.0529234,0.721325,0.000430186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01919001,0.8682761,0.02534425,0.07107793,0.002978034,0.00008340394,0.0001736193,0.0004833091,0.01239329],"genre_scores_gemma":[0.2580107,0.6315699,0.06200351,0.03328862,0.01113365,0.0001729649,0.0003421336,0.0003505652,0.003127966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02404355,"threshold_uncertainty_score":0.127156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120331276767875,"score_gpt":0.2805186838250549,"score_spread":0.2693153710573761,"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."}}