{"id":"W2512050847","doi":"10.1007/978-3-319-30590-5_6","title":"Immunohistology and Molecular Studies of Fibrohistiocytic and Myofibroblastic Cutaneous Tumors","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Hôtel-Dieu de Québec; University Health Network","funders":"","keywords":"Dermatofibrosarcoma protuberans; Dermatofibroma; Atypical fibroxanthoma; Pathology; CD34; Soft tissue; Immunohistochemistry; Sarcoma; Differential diagnosis; Fibroma; Medicine; Biology; Stem cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003644974,0.0003489424,0.0002078924,0.001235321,0.0001452009,0.0004977278,0.000432708,0.0003494506,0.00483769],"category_scores_gemma":[0.0003249968,0.0002338092,0.0002062619,0.0004760571,0.0003893809,0.0006994025,0.0002428267,0.0004890173,0.001888556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677111,"about_ca_system_score_gemma":0.0001577042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004082026,"about_ca_topic_score_gemma":0.0009180366,"domain_scores_codex":[0.9998704,0.00002110455,0.0000133124,0.00002074865,0.00005938164,0.00001497896],"domain_scores_gemma":[0.9998345,0.00007396083,0.00001310177,0.00001517341,0.00004802993,0.00001510048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002774837,0.0002421374,0.008308666,0.001029536,0.00005060096,0.006639267,0.0004678903,0.0008976488,0.416365,0.02079241,0.03879886,0.5061304],"study_design_scores_gemma":[0.00002310948,0.0002634495,0.0424932,0.0005194428,0.0001004097,0.08176789,0.0005191006,0.00233969,0.1088249,0.01896332,0.7441446,0.00004084043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1419119,0.4674098,0.04000719,0.004807451,0.002357466,0.0001984796,0.000593167,0.0006558786,0.3420588],"genre_scores_gemma":[0.3614596,0.254268,0.04208152,0.002643338,0.003022637,0.0001430716,0.001259291,0.0002844158,0.3348382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00483769,"threshold_uncertainty_score":0.01618367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952133507677796,"score_gpt":0.273073256524304,"score_spread":0.2535519214475261,"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."}}