{"id":"W2892333922","doi":"10.1200/jco.2018.36.15_suppl.6587","title":"Cancer patient-reported knowledge and preferences for liquid biopsies and blood biomarkers at a comprehensive cancer centre.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Public Health Ontario; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer; Liquid biopsy; Biopsy; Internal medicine; Oncology","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":[0.001373135,0.0001652153,0.0002704346,0.0005616163,0.000349351,0.0007143996,0.0002299969,0.0005592974,0.004060367],"category_scores_gemma":[0.007242159,0.0001741474,0.0004159057,0.0005851581,0.0002531168,0.0005296716,0.0004901775,0.0004791871,0.0002971293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597825,"about_ca_system_score_gemma":0.0006437092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529417,"about_ca_topic_score_gemma":0.02126717,"domain_scores_codex":[0.9989173,0.0004388794,0.0001267521,0.0001091028,0.0002362132,0.0001717432],"domain_scores_gemma":[0.9953259,0.001557596,0.001893384,0.00008359586,0.0002629386,0.0008766116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002994097,0.0001845468,0.9905837,0.00005318711,0.00008305947,0.0001931866,0.001388128,0.000225509,0.0002803115,0.00002535832,0.001288187,0.00539541],"study_design_scores_gemma":[0.00003480869,0.0006178485,0.9937377,0.00004639944,0.00003498551,0.0003922669,0.003465754,0.0009201782,0.0001066153,0.00002869534,0.000594769,0.00001992724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99882,0.0001171567,0.00002659315,0.000159259,0.000002593354,0.00001565937,0.0002945796,0.000002968739,0.000561189],"genre_scores_gemma":[0.9994603,0.00006126327,0.00006247886,0.00009485439,0.000002166572,0.00001235788,0.0001621245,8.572355e-7,0.0001436302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529417,"threshold_uncertainty_score":0.03041029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740725888490928,"score_gpt":0.4144098856800918,"score_spread":0.3403372968309991,"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."}}