{"id":"W2110065753","doi":"10.1002/hed.10309","title":"The utility of tolonium chloride rinse in the diagnosis of recurrent or second primary cancers in patients with prior upper aerodigestive tract cancer","year":2003,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Biopsy; Lesion; Carcinoma in situ; Carcinoma; Physical examination; Cancer; Gastroenterology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003781421,0.000171121,0.0005151278,0.0000552685,0.00006975086,0.000004606476,0.0001089512,0.00005276178,0.0001721748],"category_scores_gemma":[0.0002472436,0.00008313077,0.00005881387,0.0003822323,0.0001990073,0.00006165853,0.00001956633,0.0002873535,8.560016e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961677,"about_ca_system_score_gemma":0.0008217646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836891,"about_ca_topic_score_gemma":0.03408251,"domain_scores_codex":[0.9985405,0.000126594,0.0004282883,0.000249054,0.0003358863,0.0003197035],"domain_scores_gemma":[0.9989492,0.000388502,0.0001530567,0.0003160818,0.0001306579,0.00006247659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003542733,0.0005542918,0.982424,0.0002251749,0.00004200796,0.000009228052,0.003662811,0.00000159925,0.000004547195,0.000009436309,0.001199036,0.008325087],"study_design_scores_gemma":[0.003216285,0.0009971909,0.9815799,0.0007312617,0.00003982124,0.000002015756,0.0004325155,0.000002886833,0.001464823,0.000005243273,0.011436,0.00009206696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932261,0.002723783,1.539866e-7,0.0008055765,0.0001817691,0.001020084,0.00006876925,0.000005308175,0.001968436],"genre_scores_gemma":[0.9978911,0.001273366,0.00002143389,0.0003341409,0.0000225484,0.0003740455,0.000004361099,0.00001254914,0.00006644174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03224562,"threshold_uncertainty_score":0.983543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842987747237808,"score_gpt":0.304650388537706,"score_spread":0.2762205110653279,"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."}}