{"id":"W2153586083","doi":"10.1002/hed.20878","title":"Mucosal melanomas of the head and neck: The Princess Margaret Hospital experience","year":2008,"lang":"en","type":"article","venue":"Head & Neck","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Mucosal melanoma; Pathological; Head and neck; Retrospective cohort study; Oral cavity; Disease; Surgery; Nasal cavity; Internal medicine; Dentistry","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":[0.0003769935,0.0002693574,0.0002036094,0.0005165341,0.0007606825,0.0004849237,0.0002324298,0.0004252017,0.001488771],"category_scores_gemma":[0.001495729,0.0003008687,0.0001733625,0.0006330518,0.0003611305,0.0004468733,0.0005966884,0.0003061593,0.0002614841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943116,"about_ca_system_score_gemma":0.0004177251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243007,"about_ca_topic_score_gemma":0.005470634,"domain_scores_codex":[0.9996945,0.00006508646,0.00002882729,0.00004347917,0.00007230061,0.00009587212],"domain_scores_gemma":[0.9991036,0.0001669237,0.0004241707,0.00004341106,0.0000644161,0.0001974724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00008871861,0.00004539587,0.9702082,0.00006099449,0.00002686473,0.02024133,0.00124875,0.00008443231,0.0007913511,0.00004885771,0.0005292633,0.006625864],"study_design_scores_gemma":[0.00001386069,0.0003460358,0.9110448,0.00005315222,0.00002322872,0.08435852,0.001851006,0.0001234899,0.0002637678,0.00003984882,0.001869258,0.00001304595],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987648,0.0006187626,0.00003264136,0.00009091895,0.000004432792,0.000006338421,0.00002658118,0.000001956342,0.0004537761],"genre_scores_gemma":[0.9991658,0.0004859605,0.00003990905,0.00004926696,0.00001546413,0.000006307914,0.00004128195,0.00000118748,0.0001948321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003243007,"threshold_uncertainty_score":0.006448269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791754688920586,"score_gpt":0.2594009290607543,"score_spread":0.2414833821715484,"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."}}