{"id":"W2988115494","doi":"10.1111/jfd.13112","title":"Malignant melanoma of brown bullhead (<i>Ameiurus nebulosus</i>) in Lake Memphremagog, Vermont/Quebec","year":2019,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vermont Fish and Wildlife Department","keywords":"Biology; Abdominal cavity; Ovary; Anatomy; Oral cavity; Medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003525424,0.000175129,0.0007973358,0.0004297709,0.00002182584,0.00001675347,0.0002783716,0.0001213487,0.001271598],"category_scores_gemma":[0.000365332,0.0001384123,0.0002971022,0.0002822308,0.000145475,0.0002371146,0.00009120427,0.0003665728,0.00004731469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747156,"about_ca_system_score_gemma":0.00093425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573961,"about_ca_topic_score_gemma":0.001059452,"domain_scores_codex":[0.9978539,0.0001497773,0.0007640137,0.0001960054,0.0006709836,0.0003653329],"domain_scores_gemma":[0.9983371,0.0002353632,0.0003834875,0.0003467384,0.0003345515,0.0003627189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005286497,0.00153355,0.9337261,0.0006154763,0.0002522725,0.006410003,0.0001842927,0.00002405394,0.02514831,0.00003002273,0.02155141,0.005238041],"study_design_scores_gemma":[0.005427133,0.003561208,0.969471,0.0008027471,0.0001832985,0.002515431,0.0002416152,0.00004605708,0.0006718161,0.00008718967,0.01684793,0.0001445339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932347,0.001371823,0.000003375748,0.003468924,0.0002428475,0.0003399316,0.00008815048,0.00001065015,0.001239593],"genre_scores_gemma":[0.9964234,0.0002626632,0.0002405109,0.0006146143,0.0002275988,0.000005497954,0.0000117592,0.0000279625,0.002185943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03574498,"threshold_uncertainty_score":0.9996414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012481244849586,"score_gpt":0.3049626091172804,"score_spread":0.2848377966687846,"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."}}