{"id":"W3171741649","doi":"10.1200/jco.2021.39.15_suppl.e18011","title":"Circulating tumor cells demonstrate a positive biomarker in head and neck squamous cell carcinoma (HNSCC) in tobacco consuming population of Bangladesh.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Head and neck squamous-cell carcinoma; Circulating tumor cell; Population; Cancer; Oncology; Liquid biopsy; Biomarker; Internal medicine; Head and neck cancer; Pathology; Environmental health; Metastasis; Biology","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":[0.0001115032,0.0001485221,0.0001440155,0.000403347,0.0003005837,0.0003219681,0.0001372511,0.0003234787,0.003419712],"category_scores_gemma":[0.0003807128,0.0001542499,0.0001160288,0.0005366167,0.0002177775,0.0001897791,0.0002757099,0.000203872,0.000655666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212149,"about_ca_system_score_gemma":0.0001330488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0053255,"about_ca_topic_score_gemma":0.005278221,"domain_scores_codex":[0.9998968,0.00001261331,0.00001538544,0.00002601767,0.00002659999,0.00002267727],"domain_scores_gemma":[0.9998215,0.00003753237,0.00004922205,0.00001068675,0.00004411576,0.00003699603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480637,0.00005083196,0.9869072,0.00003996541,0.000009640136,0.001181999,0.0002862985,0.00001634721,0.008591382,0.00001482072,0.0001841815,0.002469171],"study_design_scores_gemma":[0.00001004761,0.0002852516,0.9919713,0.00001011959,0.00002078216,0.00389474,0.001338103,0.00009880905,0.001394766,0.00002188313,0.0009477404,0.000006363802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983083,0.0002707419,0.00005504812,0.00002834715,0.000004365461,0.00001605312,0.0004731095,0.000003506248,0.0008403903],"genre_scores_gemma":[0.998942,0.0001390562,0.00007307299,0.00001979251,0.000002851526,0.00001141769,0.0003106211,0.000001295729,0.0004999491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0053255,"threshold_uncertainty_score":0.0114401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08481939387255207,"score_gpt":0.4065549272000964,"score_spread":0.3217355333275444,"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."}}