{"id":"W1537402343","doi":"10.1111/j.1751-2824.2011.01455.x","title":"Challenges in testing for platelet‐related adverse events","year":2011,"lang":"en","type":"article","venue":"ISBT Science Series","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Platelet; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07349535,0.001253548,0.00283483,0.004216765,0.001321704,0.00584618,0.00640242,0.005157037,0.007602707],"category_scores_gemma":[0.153899,0.000689583,0.001911599,0.001788806,0.002424007,0.007058724,0.002987984,0.009898985,0.005347928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192387,"about_ca_system_score_gemma":0.005481489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007475035,"about_ca_topic_score_gemma":0.006099993,"domain_scores_codex":[0.9362215,0.02706643,0.01042611,0.004092459,0.02049556,0.001697856],"domain_scores_gemma":[0.751771,0.1557244,0.01558719,0.007278087,0.06182967,0.007809521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005291008,0.0006036874,0.1150587,0.005109953,0.0002789414,0.006380789,0.00388521,0.001474382,0.0018069,0.005519715,0.2009531,0.6583995],"study_design_scores_gemma":[0.0004512589,0.004253592,0.1817917,0.06344442,0.0007156993,0.05014526,0.01768944,0.01586219,0.005825468,0.07767373,0.5815763,0.0005710124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.05366295,0.177901,0.06004521,0.6257505,0.0173051,0.003165373,0.003460455,0.003144353,0.05556509],"genre_scores_gemma":[0.4241628,0.1010165,0.181028,0.2463523,0.03101592,0.003206734,0.003789947,0.0008357738,0.008592061],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07349535,"threshold_uncertainty_score":0.3886852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258876344829501,"score_gpt":0.2972549814154637,"score_spread":0.1713673469325136,"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."}}