{"id":"W4408000680","doi":"10.1177/2050313x251320195","title":"Atypical giant proliferating cystic pilomatrixoma: A case review","year":2025,"lang":"en","type":"review","venue":"SAGE Open Medical Case Reports","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Pilomatrixoma; Medicine; Lesion; Dermatology; Epithelioma; Presentation (obstetrics); Benign tumor; Pathology; Radiology; Carcinoma","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":[0.0003484224,0.001588843,0.001404372,0.009124094,0.001798872,0.001927664,0.001918074,0.00277352,0.003633709],"category_scores_gemma":[0.001610288,0.0008080343,0.0008481462,0.007083451,0.001460706,0.003408281,0.001740923,0.001710784,0.001871949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832221,"about_ca_system_score_gemma":0.001135167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218562,"about_ca_topic_score_gemma":0.001908243,"domain_scores_codex":[0.9992356,0.00008005228,0.0002727568,0.0001608346,0.0001484611,0.0001023205],"domain_scores_gemma":[0.9989762,0.000305156,0.0003943125,0.00005579729,0.0001088369,0.000159755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006242549,0.0001858236,0.01373705,0.004809133,0.0001217824,0.8667551,0.001094429,0.0004251758,0.002607281,0.00144688,0.01610976,0.09264519],"study_design_scores_gemma":[0.000003499236,0.00001916812,0.002001861,0.0004805186,0.00003852405,0.9789377,0.0003342672,0.00007575233,0.0002414067,0.0003177213,0.01752801,0.00002156811],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07881603,0.895806,0.004324893,0.003223969,0.002197041,0.0003233143,0.0004640956,0.0003036611,0.01454088],"genre_scores_gemma":[0.3166583,0.6650491,0.004214186,0.002940919,0.005879614,0.0001642576,0.00084446,0.00009571372,0.004153394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009124094,"threshold_uncertainty_score":0.01215595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05431572943222755,"score_gpt":0.4393768914371237,"score_spread":0.3850611620048961,"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."}}