{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245112,0.0003634295,0.0001421732,0.002772637,0.0002895606,0.0003652042,0.0003348112,0.0005287814,0.002333893],"category_scores_gemma":[0.001241753,0.0001451377,0.000104779,0.0006010839,0.0005416488,0.0004825196,0.0005550965,0.0003666672,0.0005600183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768191,"about_ca_system_score_gemma":0.0001370712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244315,"about_ca_topic_score_gemma":0.0002927844,"domain_scores_codex":[0.9996535,0.0001274444,0.00005160537,0.0000512824,0.00007059453,0.00004561373],"domain_scores_gemma":[0.9994948,0.0002084032,0.00007111344,0.00005595375,0.000100118,0.00006961552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001205232,0.0001280611,0.1356487,0.0004398635,0.00003930478,0.02945944,0.0005184549,0.0003473531,0.67246,0.001952017,0.002326115,0.1554754],"study_design_scores_gemma":[0.0002519295,0.001375871,0.1815623,0.0006213154,0.0002325702,0.2305807,0.0009170973,0.01765641,0.4972971,0.004204863,0.06521734,0.000082458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547754,0.010341,0.02414632,0.0008111016,0.0001765137,0.0001374725,0.0001876323,0.0005081571,0.008916364],"genre_scores_gemma":[0.9735344,0.001137638,0.02416651,0.00012767,0.00005134687,0.00003449246,0.00007775575,0.00001760486,0.0008526571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002772637,"threshold_uncertainty_score":0.007807612,"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."}}