{"id":"W4389101382","doi":"10.1016/j.jtocrr.2023.100615","title":"The Perceived Value of Liquid Biopsy: Results From a Canadian Validation Study of Circulating Tumor DNA T790M Testing—Patient’s Willingness-to-Pay: A Brief Report","year":2023,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; William Osler Health System; Lakeridge Health; Princess Margaret Cancer Centre","funders":"Array BioPharma; GlaxoSmithKline; AstraZeneca; Open Society Institute; Princess Margaret Cancer Foundation; Pfizer; Bristol-Myers Squibb","keywords":"Interquartile range; Medicine; Context (archaeology); Biopsy; Liquid biopsy; Willingness to pay; Lung cancer; Internal medicine; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004516333,0.0002252198,0.0002982123,0.0004767478,0.001900794,0.00123349,0.0006715046,0.0004661012,0.00195714],"category_scores_gemma":[0.01054283,0.0001776726,0.0007067294,0.0009030376,0.0009906414,0.0004312265,0.0008803147,0.001057078,0.0001606861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133603,"about_ca_system_score_gemma":0.01308549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8293977,"about_ca_topic_score_gemma":0.8323746,"domain_scores_codex":[0.9976954,0.0005488161,0.0001248635,0.0001292301,0.001047781,0.0004538392],"domain_scores_gemma":[0.9921191,0.001906891,0.001249831,0.0002233937,0.003242698,0.001258009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000606797,0.0005572813,0.9545352,0.0001483066,0.0001199992,0.0001973658,0.01789432,0.000196694,0.0005098542,0.0002745462,0.003536637,0.02142297],"study_design_scores_gemma":[0.00006201699,0.0003462542,0.9795159,0.000075335,0.00004595996,0.0001135427,0.01631416,0.0007067621,0.000196165,0.0000616965,0.002509383,0.00005291554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967891,0.0001774902,0.00008376843,0.0004813477,0.000006902405,0.00009107235,0.0003162361,0.000002495284,0.002051683],"genre_scores_gemma":[0.9988809,0.0001239502,0.0001706884,0.0001697466,0.000003044243,0.00003488949,0.0001803992,0.000002083938,0.0004343229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706023,"threshold_uncertainty_score":0.343214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530398357245508,"score_gpt":0.3921635944410951,"score_spread":0.30685961086864,"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."}}