{"id":"W3149175727","doi":"10.1111/trf.16329","title":"Paid platelet donors: Points to consider","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platelet; Medicine; Platelet transfusion; Intensive care medicine; Immunology","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":[0.01714782,0.0008016534,0.0014504,0.001282173,0.007435725,0.01365113,0.003825643,0.02651532,0.02332289],"category_scores_gemma":[0.08851526,0.0004767815,0.001750476,0.001345366,0.007115156,0.01343073,0.006818596,0.0224364,0.005108579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997241,"about_ca_system_score_gemma":0.01545669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004145374,"about_ca_topic_score_gemma":0.008256482,"domain_scores_codex":[0.9812289,0.009248623,0.001688307,0.0010567,0.003728895,0.003048568],"domain_scores_gemma":[0.9315798,0.02924788,0.003245861,0.001897397,0.01547144,0.01855765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166174,0.000173339,0.008116149,0.0008267813,0.00007165386,0.007261627,0.006044412,0.0002183429,0.0001579974,0.02121784,0.8079992,0.1477961],"study_design_scores_gemma":[0.00008378425,0.0001914179,0.005935185,0.009171998,0.0000876054,0.01442898,0.05668926,0.0004200686,0.0001933096,0.07524298,0.8373794,0.0001760574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00231021,0.01433427,0.0007624404,0.9635763,0.01004715,0.00003693065,0.00003924594,0.00005296634,0.008840586],"genre_scores_gemma":[0.1038195,0.04401189,0.007083792,0.7738999,0.05269875,0.0003760762,0.0002046518,0.0001764975,0.01772894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02651532,"threshold_uncertainty_score":0.09068745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659331037323197,"score_gpt":0.25847012241016,"score_spread":0.2318768120369281,"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."}}