{"id":"W2068594984","doi":"10.2310/7070.2007.0010","title":"Primary Mucosal Melanoma of the Nasal Cavity and Paranasal Sinuses: 12 Years of Experience","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Paranasal sinuses; Surgery; Radiation therapy; Nose; Nasal cavity; Metastasis; Distant metastasis; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007714843,0.0000776455,0.0003063453,0.00009315638,0.00003995109,0.000002427662,0.0001797133,0.00006358797,0.00003948135],"category_scores_gemma":[0.0001134661,0.00004557606,0.0000928056,0.0001124489,0.0003563945,0.00003914753,0.00009191805,0.0002390062,0.000001156935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003336086,"about_ca_system_score_gemma":0.00006484173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008054318,"about_ca_topic_score_gemma":0.00006949441,"domain_scores_codex":[0.9989874,0.0001163616,0.0004346265,0.00006642687,0.0002512744,0.0001439483],"domain_scores_gemma":[0.9990258,0.0002027057,0.0004048063,0.000221038,0.00008255875,0.00006311398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008942987,0.0007342857,0.4567175,0.0002984292,0.000682089,0.001140301,0.01256156,0.00002782399,0.4920986,0.001008422,0.001106297,0.02468169],"study_design_scores_gemma":[0.001148204,0.0008717888,0.9723971,0.0000510744,0.0001598442,0.007378704,0.000721532,0.0000147533,0.0149619,0.00006330985,0.002180888,0.00005088517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975287,0.0003262599,0.0002618872,0.0003807503,0.0003385547,0.0001784245,9.115338e-7,0.000004271265,0.0009801975],"genre_scores_gemma":[0.9991182,0.00008802118,0.000202332,0.0003630618,0.000085616,5.363253e-7,2.116694e-7,0.000007840143,0.0001342007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5156797,"threshold_uncertainty_score":0.1858538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229661385922055,"score_gpt":0.2537577151938374,"score_spread":0.2414611013346168,"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."}}