{"id":"W4394603575","doi":"10.1016/j.tracli.2024.04.002","title":"The return rate of deferred blood donors in Iran","year":2024,"lang":"fr","type":"article","venue":"Transfusion Clinique et Biologique","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Deferral; Blood donor; Odds; Donation; Internal medicine; Logistic regression; Finance; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008621722,0.0004085392,0.0005008664,0.0004090872,0.0002494621,0.0004958242,0.0004990876,0.0006951406,0.0009996681],"category_scores_gemma":[0.0009414947,0.0002907389,0.0003700336,0.001340678,0.0003957665,0.001302656,0.0000835685,0.001455114,0.0001433762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002545047,"about_ca_system_score_gemma":0.0001981657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963996,"about_ca_topic_score_gemma":0.02466865,"domain_scores_codex":[0.9962755,0.0009555032,0.001392147,0.0006785729,0.0002050029,0.0004933039],"domain_scores_gemma":[0.9951467,0.003938844,0.0002878079,0.0003879447,0.0002023867,0.00003629797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002405083,0.002077564,0.08162011,0.004325985,0.0007155481,0.0004616876,0.002507875,0.000154911,0.01664028,0.6562189,0.00495166,0.2279204],"study_design_scores_gemma":[0.002387141,0.000249884,0.01963743,0.002380319,0.000492548,0.00002553007,0.0009326256,0.002338073,0.004592479,0.03400128,0.9322545,0.0007082256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280033,0.04273421,0.002340538,0.1904618,0.007171559,0.00186303,0.00008627353,0.0004243445,0.02691488],"genre_scores_gemma":[0.7990825,0.1933604,0.0002777796,0.003347917,0.0004603399,0.00007749983,0.00006417313,0.00006114538,0.003268238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9273028,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993046783024886,"score_gpt":0.3079539424757304,"score_spread":0.2680234746454816,"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."}}