{"id":"W4280532961","doi":"10.1111/tme.12875","title":"A critical contribution in a time of crisis: Examining motivations and deterrents to <scp>COVID</scp>‐19 convalescent plasma donation and future donation intentions among prospective <scp>Canadian</scp> donors","year":2022,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Donation; Context (archaeology); Odds; Coronavirus disease 2019 (COVID-19); Psychology; Scale (ratio); Medicine; Family medicine; Social psychology; Logistic regression; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002558741,0.0002768987,0.0002399347,0.0007513808,0.003410323,0.002364934,0.001085937,0.0006780037,0.00307203],"category_scores_gemma":[0.01022038,0.0002749798,0.0003613933,0.0005729524,0.001706033,0.001049538,0.001653147,0.001407062,0.0001979357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009697274,"about_ca_system_score_gemma":0.02456365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5539843,"about_ca_topic_score_gemma":0.7065382,"domain_scores_codex":[0.9989961,0.0002527075,0.00003778073,0.00007181799,0.0002194297,0.0004221482],"domain_scores_gemma":[0.9951603,0.000775006,0.001653541,0.00008942942,0.0006922355,0.001629554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001901946,0.00049186,0.9008011,0.0001915756,0.00006291136,0.0003014275,0.07387744,0.0001145624,0.0002866786,0.001079944,0.003391348,0.01921099],"study_design_scores_gemma":[0.00001531611,0.0001367815,0.7916987,0.0002865419,0.00003440102,0.000135365,0.2029852,0.0005007864,0.0001503,0.000379496,0.003637997,0.00003917017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996902,0.0001383881,0.00005519298,0.0008605448,0.0000111636,0.00004731295,0.00006434683,0.000002188079,0.001918896],"genre_scores_gemma":[0.9987827,0.000195365,0.0001559366,0.0001929072,0.000003651976,0.00002429607,0.00008532048,0.000002082211,0.0005576489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4460157,"threshold_uncertainty_score":0.8972847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584229861056401,"score_gpt":0.2514363702072395,"score_spread":0.2355940715966754,"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."}}