{"id":"W2810147976","doi":"10.20546/ijcmas.2018.706.166","title":"Cytological, Histopathological and Immunohistohemical Study of Canine Melanoma","year":2018,"lang":"en","type":"article","venue":"International Journal of Current Microbiology and Applied Sciences","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Histopathology; Cytokeratin; Vimentin; Pathology; Fine needle aspiration cytology; Cytology; Immunohistochemistry; Palpation; Melanoma; Melanin; Medicine; Anatomy; Biology; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686959,0.0002442631,0.0001956544,0.002351706,0.0004506797,0.0003860295,0.0002858467,0.0006452002,0.001338445],"category_scores_gemma":[0.0005061491,0.0002314649,0.0002281801,0.0005180995,0.0004136809,0.0004661537,0.0003480389,0.0004093898,0.0004297237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160483,"about_ca_system_score_gemma":0.0001592625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078544,"about_ca_topic_score_gemma":0.001968499,"domain_scores_codex":[0.9998199,0.00002042321,0.00002577347,0.00004020336,0.00005018256,0.00004355028],"domain_scores_gemma":[0.9997289,0.00006118321,0.00003216255,0.00002897481,0.00006903119,0.00007980845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001238852,0.0004933734,0.2057371,0.0003766083,0.00005616585,0.4489949,0.001387567,0.0006080542,0.319947,0.0009054876,0.0008541048,0.01940073],"study_design_scores_gemma":[0.00007361637,0.001583493,0.4031537,0.0001115685,0.0001383294,0.5227846,0.003301087,0.002948273,0.05171003,0.0009779949,0.01316372,0.00005362073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903138,0.002461671,0.001165633,0.0001678161,0.00005472193,0.00008848005,0.0002601072,0.00003934015,0.00544838],"genre_scores_gemma":[0.9974191,0.0006996679,0.0006149331,0.00005669334,0.00002835953,0.00001278362,0.0002146294,0.000004816176,0.0009489831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351706,"threshold_uncertainty_score":0.004477561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07487371068869556,"score_gpt":0.4062989343270579,"score_spread":0.3314252236383624,"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."}}