{"id":"W3036323339","doi":"10.1158/1557-3265.liqbiop20-a26","title":"Abstract A26: Defining VALUE: Routine liquid biopsy in NSCLC diagnosis—a Canadian trial in progress","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; Princess Margaret Cancer Centre; Ottawa Hospital; Spinal Cord Injury BC; Juravinski Cancer Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Cohort; Lung cancer; Oncology; Internal medicine; Genotyping; Liquid biopsy; Cancer; Clinical trial; Cohort study; Genotype; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00888233,0.0009777625,0.001630962,0.0003245448,0.001497862,0.001830528,0.00130845,0.001994205,0.004503805],"category_scores_gemma":[0.01180076,0.0002837756,0.001738632,0.001149992,0.001127881,0.0006009418,0.0006214838,0.002367566,0.0005148569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02187974,"about_ca_system_score_gemma":0.05846127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6859884,"about_ca_topic_score_gemma":0.7850128,"domain_scores_codex":[0.9958317,0.002479807,0.0001543869,0.0003619458,0.0008003002,0.0003718493],"domain_scores_gemma":[0.9909128,0.001200634,0.00116727,0.0003796651,0.003478656,0.002860867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4972849,0.005283931,0.04726093,0.003672624,0.004369806,0.0002942354,0.0005625882,0.004328792,0.006076851,0.003499976,0.1372287,0.2901367],"study_design_scores_gemma":[0.4890669,0.09454498,0.2330021,0.003597949,0.00745602,0.0003548631,0.0006597486,0.008893913,0.002317322,0.001962998,0.1578229,0.0003204848],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563428,0.06124591,0.004502129,0.06434353,0.003724125,0.01781429,0.03783783,0.0005118884,0.05367753],"genre_scores_gemma":[0.9329271,0.0123905,0.01258637,0.01265544,0.0009299732,0.003727438,0.0121311,0.0001149571,0.01253717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140116,"threshold_uncertainty_score":0.6317217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542132973739035,"score_gpt":0.4722666979571562,"score_spread":0.3180534005832527,"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."}}