{"id":"W7090370551","doi":"10.1007/978-3-031-96352-0_1","title":"Heparin-Induced Thrombocytopenia","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"GNSS positioning and interference","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Heparin-induced thrombocytopenia; Antibody; Antigen; Platelet; Heparin; Platelet factor 4; Low molecular weight heparin","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002166698,0.0002254593,0.0002650167,0.00008552942,0.00003088715,0.00004469114,0.0001746784,0.0002423181,0.001584297],"category_scores_gemma":[0.000002892948,0.0002231191,0.00008304772,0.00001217403,0.00001287426,0.00004034637,0.00004375749,0.0003262531,0.001110039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000069779,"about_ca_system_score_gemma":0.00002332332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001451856,"about_ca_topic_score_gemma":0.00002055799,"domain_scores_codex":[0.9994324,0.000001732247,0.0001728479,0.0001704584,0.00008784272,0.0001346818],"domain_scores_gemma":[0.9996138,0.00001930182,0.00001559395,0.0002781228,0.00003283141,0.00004040549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002550911,0.000004496824,0.000001679866,0.0001366251,0.0001890197,0.000007540747,0.00003964089,0.00009357498,0.0009628037,0.8017868,0.1856031,0.0111721],"study_design_scores_gemma":[0.0003301748,0.0001157067,0.00008504467,0.001804787,0.0001639874,0.0000208659,0.000007064568,0.005579675,0.0134348,0.02655416,0.9504672,0.001436483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007263016,0.0001546563,0.0006602976,0.00002326701,0.0006335033,0.00008239054,0.000009453809,0.0005601955,0.9978036],"genre_scores_gemma":[0.1217002,0.00009030042,0.0002362509,0.00007663765,0.00007683485,0.00000533003,0.00002612107,0.00003465826,0.8777537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7752327,"threshold_uncertainty_score":0.9996677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703978007247647,"score_gpt":0.2144753792086427,"score_spread":0.1974355991361662,"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."}}