{"id":"W4385546872","doi":"10.1016/j.transci.2023.103782","title":"Therapeutic plasma exchange in alloimmune platelet refractoriness","year":2023,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Canadian Blood Services; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Refractory period; Platelet; Immunology; Platelet transfusion; Refractory (planetary science); Intensive care medicine; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003769166,0.0002501581,0.0004480311,0.000278245,0.0002230467,0.0005090869,0.0003318745,0.0005664625,0.001873816],"category_scores_gemma":[0.0007681088,0.00004477735,0.0003906186,0.0001861519,0.0002791758,0.0002596113,0.00021358,0.001279665,0.0002663438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994644,"about_ca_system_score_gemma":0.000275186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000167234,"about_ca_topic_score_gemma":0.0001743411,"domain_scores_codex":[0.9998312,0.00007213974,0.000020986,0.00001527907,0.00003603829,0.00002439245],"domain_scores_gemma":[0.9998468,0.00008324581,0.00002833498,0.00001268242,0.000006507153,0.00002226598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.01863617,0.001324488,0.008093681,0.001238611,0.0007577359,0.01950739,0.0002662886,0.002111104,0.02929984,0.02832199,0.01610165,0.8743411],"study_design_scores_gemma":[0.01850115,0.03235922,0.1535277,0.002656413,0.002080651,0.2361361,0.0007424058,0.02254307,0.07286221,0.08233368,0.3760725,0.0001849112],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5794953,0.3458529,0.01408589,0.01608431,0.003876089,0.0001958223,0.0001928595,0.000281891,0.03993496],"genre_scores_gemma":[0.9717187,0.01995996,0.002029033,0.00228499,0.001608298,0.00005846567,0.0001195852,0.00001490881,0.00220601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001873816,"threshold_uncertainty_score":0.006268561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278069679675722,"score_gpt":0.2946275005861281,"score_spread":0.2668205326185559,"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."}}