{"id":"W4288925967","doi":"10.1016/j.jdcr.2022.07.028","title":"Pigmented squamous cell carcinoma in situ with amyloid deposition mimicking melanoma","year":2022,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Melanoma; Pathology; In situ; Basal cell; Dermatology; Carcinoma in situ; Cancer research; Carcinoma; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002372119,0.0001687514,0.0002468063,0.0002900553,0.000202775,0.00002206778,0.00002328544,0.00003949375,0.0002687083],"category_scores_gemma":[0.00001352477,0.0001619318,0.00007354518,0.0003453051,0.00001937345,0.00004460115,0.00009063028,0.0002699667,0.000005677237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049625,"about_ca_system_score_gemma":0.0000809343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000945639,"about_ca_topic_score_gemma":0.000668776,"domain_scores_codex":[0.9984309,0.00007062174,0.0004072018,0.0004212628,0.0003971538,0.0002728752],"domain_scores_gemma":[0.9991918,0.00002397629,0.0002157381,0.0004068329,0.00003924931,0.0001223894],"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":[0.0003924835,0.0004518858,0.0161391,0.0001109664,0.0000189198,0.9484394,0.0005138469,0.0003831628,0.03162113,0.000005941462,0.000487964,0.001435195],"study_design_scores_gemma":[0.001847276,0.001414157,0.007479014,0.00002263919,0.0001680533,0.9383462,0.00243513,0.0005343282,0.04055994,0.00001014768,0.006910464,0.0002726656],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813445,0.0001633846,0.0001523715,0.000191233,0.0002867702,0.0007409597,0.000002345356,0.000108848,0.01700954],"genre_scores_gemma":[0.9974734,0.00000193914,0.0002101912,0.0003580987,0.00006465725,0.0001526847,0.00005256044,0.00003596885,0.001650546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0161288,"threshold_uncertainty_score":0.6603388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009224053479748142,"score_gpt":0.22031104698016,"score_spread":0.2110869935004119,"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."}}