{"id":"W4403569762","doi":"10.1101/2024.10.18.24315503","title":"Oronasal mucosal melanoma is defined by two transcriptional subtypes in humans and dogs with implications for diagnosis and therapy","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Melanoma; Mucosal melanoma; Medicine; Dermatology; Biology; Cancer research","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":[0.0005482542,0.0001633419,0.000260735,0.0006163295,0.000257834,0.0007870638,0.0001029505,0.0003793386,0.001279702],"category_scores_gemma":[0.0007778647,0.0001489708,0.0002564559,0.0004711124,0.0005715145,0.0003319792,0.000484649,0.0004492567,0.0002644753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295144,"about_ca_system_score_gemma":0.0001901348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006281689,"about_ca_topic_score_gemma":0.001195536,"domain_scores_codex":[0.9995643,0.0001015208,0.00002277153,0.0001521716,0.0000856461,0.00007350136],"domain_scores_gemma":[0.9996275,0.00006036921,0.0001855219,0.00003469755,0.00004181613,0.00005011536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003330773,0.0001662034,0.5764756,0.0004857103,0.000191719,0.0006733447,0.000986988,0.0006388324,0.3648121,0.001060254,0.002254162,0.04892422],"study_design_scores_gemma":[0.00003492035,0.0006524674,0.9687701,0.0001083786,0.0001282621,0.003288295,0.001605463,0.001534968,0.01414316,0.0013386,0.00836706,0.00002813058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942934,0.001687702,0.001595489,0.0002576338,0.00002103412,0.00002550407,0.0008892805,0.00002702497,0.001203126],"genre_scores_gemma":[0.9965957,0.0005475706,0.00138519,0.0001802628,0.00001612271,0.00002745286,0.0009289003,0.00001422799,0.0003045539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279702,"threshold_uncertainty_score":0.004281044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04353408720848672,"score_gpt":0.3281121071479002,"score_spread":0.2845780199394135,"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."}}