{"id":"W4389243111","doi":"10.1182/blood-2023-188546","title":"Blastic Plasmacytoid Dendritic Cell Neoplasm (BPDCN):Multi-Center Collaboration and Global Registry Program","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; University of Calgary","funders":"","keywords":"Medicine; Presentation (obstetrics); Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005734212,0.0004090019,0.000624745,0.005109086,0.0009461598,0.001427988,0.001273462,0.0004947225,0.002807931],"category_scores_gemma":[0.009717572,0.0003292685,0.0004289371,0.01037959,0.0004495005,0.00173317,0.003254659,0.0008352089,0.001064499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236783,"about_ca_system_score_gemma":0.006088134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004824009,"about_ca_topic_score_gemma":0.005214416,"domain_scores_codex":[0.994548,0.001830003,0.001225908,0.001088097,0.0008407081,0.0004672704],"domain_scores_gemma":[0.9776881,0.002880051,0.009093997,0.002984266,0.00383763,0.003515904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633197,0.0001562054,0.9657952,0.000236354,0.0000949133,0.0004707679,0.000451493,0.0004015329,0.0003319213,0.0006690667,0.01276208,0.01846704],"study_design_scores_gemma":[0.0001251096,0.0002965149,0.9558535,0.0006643979,0.000196376,0.004760941,0.002580494,0.002182931,0.001121862,0.0005886244,0.0315651,0.00006411704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.840413,0.006746207,0.00984097,0.006329909,0.0002534124,0.003468469,0.1113774,0.0009987657,0.02057194],"genre_scores_gemma":[0.8971671,0.00409298,0.01344374,0.001033557,0.0002179302,0.002507706,0.08030505,0.000173746,0.001058144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005734212,"threshold_uncertainty_score":0.03032571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857871347039105,"score_gpt":0.3246014180971332,"score_spread":0.3060227046267422,"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."}}