{"id":"W2044484850","doi":"10.1046/j.1537-2995.2002.00070.x","title":"Platelet transfusions in children: results of a randomized, prospective, crossover trial of plasma removal and a prospective audit of WBC reduction","year":2002,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Platelet; Apheresis; Crossover study; Plateletpheresis; Prospective cohort study; Randomized controlled trial; Platelet transfusion; Incidence (geometry); Blood transfusion; Blood product; Internal medicine; Surgery; Anesthesia; Placebo; Pathology","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":[0.0007570246,0.0002684438,0.001380461,0.0004666944,0.00006353798,0.00000606393,0.00008804419,0.0002081297,0.0001567208],"category_scores_gemma":[0.000136851,0.0002221375,0.0003594761,0.0006539744,0.0004872321,0.0001278703,0.00002026908,0.0003175887,0.000001529011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000445497,"about_ca_system_score_gemma":0.0000440392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007442314,"about_ca_topic_score_gemma":0.000170754,"domain_scores_codex":[0.9971787,0.0001551512,0.001318538,0.0005221748,0.0005760628,0.00024933],"domain_scores_gemma":[0.999008,0.0001198705,0.0002760239,0.0003446511,0.0001548489,0.00009658438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9352829,0.003332808,0.00088537,0.0003430806,0.0004148305,0.00001757422,0.007968768,0.00003022739,0.04078772,0.001368042,0.0001264441,0.009442227],"study_design_scores_gemma":[0.8927116,0.002758424,0.01424756,0.0005713799,0.000549021,0.0001612101,0.0003299435,0.0003178758,0.08775402,0.0002934963,0.00009984638,0.000205629],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826636,0.0002923612,0.0001725964,0.0006442975,0.000172935,0.007258063,0.00007267997,0.00004053234,0.008682887],"genre_scores_gemma":[0.9932305,0.005309671,0.0007368851,0.00001224721,0.00006123257,0.0001125586,0.00001301031,0.00002836783,0.0004955953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0469663,"threshold_uncertainty_score":0.9058504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032723595549736,"score_gpt":0.2381386198743055,"score_spread":0.2278113839188081,"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."}}