{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005866094,0.0001385892,0.0001852187,0.0009799149,0.0004329747,0.0005486149,0.0004411057,0.0004642828,0.00163745],"category_scores_gemma":[0.002067697,0.0001660961,0.0003564415,0.001095409,0.000370949,0.0003138318,0.0002860923,0.0007165655,0.0002299693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000857707,"about_ca_system_score_gemma":0.001094329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02510054,"about_ca_topic_score_gemma":0.01641617,"domain_scores_codex":[0.9995843,0.00009303074,0.00004962506,0.00004838164,0.00006705651,0.0001576976],"domain_scores_gemma":[0.9986498,0.0001915253,0.0005616598,0.00004930839,0.0002445189,0.0003032503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008714279,0.00006012311,0.9963788,0.00001030256,0.00001414185,0.0002802938,0.0004077809,0.00004675966,0.00007294398,0.0001229065,0.0002783176,0.002240489],"study_design_scores_gemma":[0.000009369814,0.0001281407,0.9948577,0.00001226715,0.00002268372,0.001038124,0.002837118,0.0002059858,0.00007077129,0.00008230482,0.0007254009,0.0000101333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992299,0.0002226201,0.00001772008,0.0001490209,0.000008015949,0.000001880094,0.00007401007,0.000001540096,0.0002952654],"genre_scores_gemma":[0.9993855,0.0001837525,0.0000199817,0.00003807315,0.000008962887,0.000001692869,0.00008116612,6.241064e-7,0.0002803802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02510054,"threshold_uncertainty_score":0.04990888,"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."}}