{"id":"W3183907150","doi":"10.1097/dad.0000000000002002","title":"CD34 Staining as a Useful Tool in Disorders of Collagen Degeneration","year":2021,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"CD34; Dermis; Staining; Immunohistochemistry; Inflammation; Granuloma; Infiltration (HVAC)","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":[0.0001686071,0.00008020912,0.0004408097,0.0001652743,0.00001711159,0.000006510225,0.00005554334,0.00003045694,0.00007538482],"category_scores_gemma":[0.0004849032,0.00007281274,0.0001146925,0.000340526,0.0001380088,0.00006478827,0.0000244848,0.00008578828,0.000003153537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003240615,"about_ca_system_score_gemma":0.0004317105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009931936,"about_ca_topic_score_gemma":0.00001174471,"domain_scores_codex":[0.9989662,0.0001581531,0.0004626229,0.0001011507,0.0001497618,0.0001621344],"domain_scores_gemma":[0.9991392,0.000118861,0.0003513659,0.0001330657,0.0001886885,0.00006876398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001666952,0.0001835281,0.9718805,0.00002604034,0.00003056563,0.00130737,0.0006138719,0.0001310229,0.01280037,0.0002150234,0.0001417815,0.01250326],"study_design_scores_gemma":[0.003916921,0.00215984,0.936281,0.0002749464,0.0002549886,0.01362272,0.01074149,0.0002515083,0.02925224,0.001831619,0.001177957,0.0002348198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969274,0.001149967,0.0002222748,0.001192787,0.00008494728,0.00005700173,0.000002750092,0.000004045295,0.0003588561],"genre_scores_gemma":[0.996884,0.0002348748,0.001782828,0.001007068,0.00005474974,0.000002513522,0.000004595453,0.00001115356,0.00001822908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03559952,"threshold_uncertainty_score":0.2969217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005321238802091008,"score_gpt":0.2675666801829521,"score_spread":0.2622454413808611,"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."}}