{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001420338,0.0002417345,0.0003623969,0.001461412,0.0006257879,0.0001081246,0.0001682405,0.0001141295,0.0002327974],"category_scores_gemma":[0.002329139,0.000239534,0.00004319703,0.001390879,0.0001538384,0.001282448,0.00007760322,0.0004116738,0.000007373988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570233,"about_ca_system_score_gemma":0.00008709235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008383084,"about_ca_topic_score_gemma":0.01544436,"domain_scores_codex":[0.9975542,0.0001275203,0.0006426228,0.0005162709,0.0008282423,0.0003310938],"domain_scores_gemma":[0.9982772,0.0007324855,0.0002096525,0.0001459839,0.0004850512,0.0001495591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183361,0.0008094978,0.933854,0.0004761147,0.0001200749,0.00004200509,0.01481144,0.0002321189,0.0100594,0.03076984,0.004089203,0.004617918],"study_design_scores_gemma":[0.005753098,0.0002572142,0.9445623,0.0002349324,0.0003110463,0.00002425478,0.02357303,0.00570135,0.0001465257,0.001702008,0.01760862,0.0001255775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874069,0.0002002687,0.002013396,0.007030194,0.0004067743,0.001199823,0.00004289529,0.00008109325,0.001618666],"genre_scores_gemma":[0.9967424,0.000268091,0.0001064184,0.002166883,0.0002430293,0.0002094069,0.0001649903,0.00002474662,0.00007401799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906783,"threshold_uncertainty_score":0.9982202,"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."}}