{"id":"W4413735915","doi":"10.33137/utmj.v102i2.43845","title":"Darier-Ferrand Dermatofibrosarcoma Protuberans: A Rare Soft Tissue Tumor Of The Breast And A Review Of The Literature","year":2025,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatofibrosarcoma protuberans; Dermatofibrosarcoma; Medicine; Dermatology; Soft tissue; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000195762,0.0008637605,0.0005939784,0.004902241,0.000532245,0.0008323277,0.0005868904,0.0009805481,0.001828128],"category_scores_gemma":[0.000526595,0.0002531313,0.0003085486,0.003607426,0.0007919658,0.001129998,0.0003738723,0.000502974,0.0009663822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301434,"about_ca_system_score_gemma":0.0004391439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409619,"about_ca_topic_score_gemma":0.002473835,"domain_scores_codex":[0.9997875,0.00002156816,0.00006500642,0.00004502563,0.00005211898,0.00002885413],"domain_scores_gemma":[0.9996811,0.000103116,0.0001175709,0.00001187231,0.00004026599,0.00004601184],"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":[0.000171377,0.0002235425,0.0341386,0.01090608,0.0002389364,0.4616737,0.0006886433,0.0008504522,0.005866996,0.001529329,0.02376306,0.4599493],"study_design_scores_gemma":[0.00001127168,0.0000989327,0.0271729,0.001939774,0.0001646638,0.8684395,0.0005995586,0.0002781795,0.0006257583,0.000685527,0.0999539,0.00003007627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03530815,0.9551523,0.0008502865,0.001131461,0.0006349892,0.00003936483,0.0001165563,0.00007059621,0.006696268],"genre_scores_gemma":[0.1514884,0.8393115,0.001178792,0.001266849,0.002098653,0.00002927796,0.0002261835,0.0000121896,0.004388052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004902241,"threshold_uncertainty_score":0.006115735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003599342240925001,"score_gpt":0.2343943246608789,"score_spread":0.2307949824199539,"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."}}