{"id":"W4392757453","doi":"10.1111/ijlh.14261","title":"A career in solving clinical‐pathological conundrums: <scp>Heyde syndrome</scp>, anti‐platelet factor 4 disorders, and microvascular limb ischemic necrosis","year":2024,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gangrene; Heparin-induced thrombocytopenia; Thrombosis; Von Willebrand factor; Internal medicine; Pathology; Immunology; Platelet","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":[0.0007490396,0.000267689,0.001081267,0.0005206605,0.00004001404,0.0001047312,0.0003293609,0.0004138848,0.00009955781],"category_scores_gemma":[0.001172208,0.0002204763,0.0002958774,0.0003110027,0.0002750875,0.0003195774,0.0001588273,0.001015984,0.0000469301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362609,"about_ca_system_score_gemma":0.0004747256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940419,"about_ca_topic_score_gemma":0.00002862716,"domain_scores_codex":[0.9974295,0.0002089261,0.00119179,0.0004161166,0.0003996613,0.0003540015],"domain_scores_gemma":[0.9980059,0.0007918022,0.0002919362,0.0001992149,0.0004586413,0.0002524829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102413,0.0007469106,0.8452103,0.0003255613,0.002351606,0.01813059,0.001177162,0.000004074766,0.1238494,0.001397383,0.003621278,0.003075529],"study_design_scores_gemma":[0.009287721,0.002023298,0.7179212,0.003186763,0.0006560578,0.05067831,0.001582953,0.0003330467,0.06391168,0.001265971,0.1485702,0.0005827762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988714,0.007193691,0.0001007805,0.001950196,0.001564427,0.0001819649,0.00004111202,0.00004153758,0.0002123114],"genre_scores_gemma":[0.9945522,0.003742026,0.0009132218,0.0005323121,0.0001715922,0.000006844848,0.00001174523,0.00003857943,0.00003145859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449489,"threshold_uncertainty_score":0.8990763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891946602397165,"score_gpt":0.3293353812255086,"score_spread":0.300415915201537,"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."}}