{"id":"W4310205521","doi":"10.1111/cup.14369","title":"Interface change in early mycosis fungoides: A potential mimicker of benign dermatoses","year":2022,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mycosis fungoides; Pathology; Medicine; Biopsy; Immunohistochemistry; Dermatology; Histopathology; Atypical Lymphocyte; Lymphoma","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":[0.0004923398,0.0005760215,0.000311772,0.001613522,0.0005408997,0.0006681268,0.0004021213,0.0007301742,0.001840296],"category_scores_gemma":[0.002748158,0.0002473092,0.0002193013,0.0006378411,0.0005441474,0.0006427232,0.0006041963,0.0005667922,0.0006829951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231508,"about_ca_system_score_gemma":0.0001625988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000338806,"about_ca_topic_score_gemma":0.000418057,"domain_scores_codex":[0.9996305,0.0000620842,0.00005046322,0.00004199049,0.00008731012,0.000127681],"domain_scores_gemma":[0.9986726,0.0004133414,0.0004449769,0.000112648,0.0001327738,0.0002236544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0006327385,0.0001800042,0.7151344,0.0002195571,0.00002155334,0.2359485,0.0009203884,0.0002357077,0.01849657,0.0004286421,0.000567347,0.02721465],"study_design_scores_gemma":[0.0000333488,0.0003600015,0.1630787,0.00005462575,0.00003076762,0.8302271,0.0003630218,0.0005342615,0.003303676,0.0003335165,0.001667392,0.00001360605],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958947,0.001583472,0.0007161682,0.00004656562,0.0000107374,0.00002591858,0.0000278191,0.00003040601,0.001664266],"genre_scores_gemma":[0.9992035,0.0002379647,0.0003868495,0.00001919872,0.00002757207,0.000004604508,0.00002890856,0.000003010009,0.00008849901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840296,"threshold_uncertainty_score":0.006156385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452595369038831,"score_gpt":0.31995591400903,"score_spread":0.2954299603186417,"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."}}