{"id":"W3096033062","doi":"10.3747/co.27.6547","title":"Delay in Diagnosis of Patients with Head-and-Neck Cancer in Canada: Impact of Patient and Provider Delay","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Referral; Presentation (obstetrics); Head and neck cancer; Cancer; Pediatrics; Family medicine; Head and neck; Multidisciplinary approach; Health care; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003140161,0.0001085487,0.000561975,0.00005491899,0.000009671587,7.046248e-7,0.0000256725,0.00003478919,0.00002873983],"category_scores_gemma":[0.00006851474,0.00007494965,0.00002024805,0.0001656756,0.00006812275,0.0000264527,0.00004630481,0.0001415497,9.022035e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006029588,"about_ca_system_score_gemma":0.001470981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3219477,"about_ca_topic_score_gemma":0.7710888,"domain_scores_codex":[0.9991674,0.00003947162,0.0003046806,0.0001806066,0.0001266632,0.0001812147],"domain_scores_gemma":[0.9995443,0.00008420338,0.0001091212,0.00005829837,0.00008597882,0.0001181563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006077394,0.000267711,0.9267957,0.0002368768,0.00004187196,0.00001368359,0.00224835,0.00002697607,0.000004003289,0.000001810178,0.0006971473,0.06905814],"study_design_scores_gemma":[0.003809037,0.003384033,0.9896777,0.0003444989,0.00003716994,0.000001104078,0.0001748628,0.0001083317,0.00005728016,0.000001685305,0.002333086,0.00007122954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922895,0.006200619,4.918771e-7,0.0008700676,0.00008776678,0.0004334156,0.00007487044,0.000002217368,0.000041043],"genre_scores_gemma":[0.998325,0.001382509,0.00002210375,0.0001414635,0.00001506505,0.0001003681,0.000005774144,0.000007281825,4.206831e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449141,"threshold_uncertainty_score":0.6825675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805416308696091,"score_gpt":0.3618730866328093,"score_spread":0.3138189235458483,"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."}}