{"id":"W4313413347","doi":"10.4274/tjo.galenos.2022.4638","title":"Rare Orbital Pathology: A Large Orbital Dermatofibrosarcoma Protuberans","year":2022,"lang":"en","type":"article","venue":"Turkish Journal of Ophthalmology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Dermatofibrosarcoma protuberans; Medicine; Dermatology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004914285,0.0002416805,0.0007831303,0.0003027849,0.0002544329,0.00001759989,0.0002468219,0.0001064471,0.003409278],"category_scores_gemma":[0.0001026324,0.000197979,0.0004111107,0.000273065,0.00009675487,0.0001175358,0.0002074159,0.00071467,0.00003537574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947709,"about_ca_system_score_gemma":0.0002490956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008537683,"about_ca_topic_score_gemma":2.436228e-7,"domain_scores_codex":[0.9976989,0.0003131197,0.0007566702,0.0002592383,0.0004684778,0.0005035902],"domain_scores_gemma":[0.9987056,0.0001562916,0.0004299406,0.0002867907,0.0001854975,0.0002358846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001133066,0.003051191,0.5337216,0.00004393451,0.0003431443,0.4541303,0.0005904369,0.00001134262,0.001312126,0.0002891243,0.004924411,0.0004493085],"study_design_scores_gemma":[0.004782515,0.002849206,0.1875738,0.00003130456,0.0001955998,0.8001067,0.0005574465,0.00001148699,0.0008069619,0.0003912656,0.002543186,0.0001505285],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890798,0.004786914,0.000009546932,0.002153959,0.0006136751,0.0004502284,0.00009039199,0.00002080413,0.002794659],"genre_scores_gemma":[0.9980819,0.00001130381,0.0009302085,0.0003151687,0.0002231968,0.00009177683,0.0000465738,0.00004205737,0.0002578743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461478,"threshold_uncertainty_score":0.9975017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246704157523925,"score_gpt":0.2945643133136306,"score_spread":0.2720972717383914,"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."}}