{"id":"W2009598657","doi":"10.1097/dad.0b013e3181c183f9","title":"Keloidal and Other Collagen Patterns in Atypical Fibroxanthomas","year":2010,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University","keywords":"Histogenesis; Pathology; Neoplasm; Atypical fibroxanthoma; Medicine; Biology; Immunohistochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002335635,0.0001240747,0.0005734959,0.0002156993,0.00002844755,0.000007021715,0.0000744155,0.00004735275,0.00005482531],"category_scores_gemma":[0.0002329068,0.00009960521,0.00006376375,0.0001595108,0.0005099411,0.00004127192,0.00004998432,0.0003402982,0.000009340436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001725047,"about_ca_system_score_gemma":0.00006741912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836915,"about_ca_topic_score_gemma":0.00004050868,"domain_scores_codex":[0.9990014,0.00009359577,0.0004022981,0.000131847,0.0001426347,0.000228228],"domain_scores_gemma":[0.9992347,0.0001528336,0.0002486249,0.0001427098,0.00007466103,0.0001464209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002799121,0.00006543125,0.97079,0.00001557912,0.00002105984,0.004746362,0.001000721,1.804641e-7,0.01761017,0.00006507225,0.000122749,0.005282729],"study_design_scores_gemma":[0.001208609,0.0007450359,0.8480713,0.00004545141,0.00004858917,0.1427077,0.001345405,0.000005788396,0.001799998,0.00007846264,0.003844474,0.0000991277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970044,0.000229578,0.00006407261,0.002112245,0.000202296,0.00008771431,0.000004799493,0.00001127553,0.0002836118],"genre_scores_gemma":[0.9959186,0.00004135447,0.002570666,0.00122983,0.0001920971,0.000002843928,3.818439e-7,0.00001991111,0.00002436962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379614,"threshold_uncertainty_score":0.4061783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006926750926857616,"score_gpt":0.2788541941546789,"score_spread":0.2719274432278213,"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."}}