{"id":"W1997749378","doi":"10.1111/vop.12223","title":"Primary corneal melanocytoma in a Collie","year":2014,"lang":"en","type":"article","venue":"Veterinary Ophthalmology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Saskatchewan","funders":"","keywords":"Melanocytoma; Histopathology; Medicine; Cornea; Ophthalmology; Dermatology; Pathology; Melanoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006719656,0.0002439434,0.0006985249,0.000421286,0.00006883415,0.000009620236,0.0002630279,0.0003349236,0.0008994857],"category_scores_gemma":[0.000171611,0.0002378721,0.0001009653,0.0003781628,0.0003541828,0.00008612843,0.0003239152,0.0005114959,0.0004976079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607632,"about_ca_system_score_gemma":0.0001926224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004756428,"about_ca_topic_score_gemma":0.000001561726,"domain_scores_codex":[0.9975777,0.0005020534,0.0004071056,0.000565294,0.0002366549,0.0007112465],"domain_scores_gemma":[0.998717,0.0003383342,0.00006911559,0.0005838348,0.00006304095,0.0002286485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01164738,0.001656136,0.4552615,0.0006040533,0.0001268842,0.1359173,0.0002601877,0.00001313912,0.3812582,0.0003865514,0.001373348,0.01149524],"study_design_scores_gemma":[0.003273636,0.02298456,0.5891166,0.00005102525,0.00001678946,0.3737454,0.00002121307,0.0004329939,0.0001146309,0.0002144646,0.009819499,0.0002091531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378901,0.0001257494,0.00003588335,0.0008800012,0.0003072801,0.0005168521,0.00000534594,0.00007897487,0.06015981],"genre_scores_gemma":[0.992205,0.00001118655,0.004318664,0.0004964657,0.0001737183,0.0001504521,0.00004532461,0.00004709533,0.002552046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811436,"threshold_uncertainty_score":0.9848738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07484823308786089,"score_gpt":0.3705822861886379,"score_spread":0.295734053100777,"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."}}