{"id":"W2913301274","doi":"10.1111/trf.15155","title":"Changes in minimum hemoglobin and interdonation interval: impact on donor hemoglobin and donation frequency","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Deferral; Medicine; Hemoglobin; Blood donor; Donation; Animal science; Surgery; Demography; Internal medicine; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004784147,0.0002407373,0.0002425803,0.0005943196,0.00008882903,0.0002277148,0.0001136027,0.0001269978,0.0007515443],"category_scores_gemma":[0.00003615729,0.0002023095,0.00005211247,0.000413641,0.0000365763,0.00143837,0.00004148383,0.0002201415,0.0001042802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004638948,"about_ca_system_score_gemma":0.00001250361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298844,"about_ca_topic_score_gemma":0.002976079,"domain_scores_codex":[0.9987595,0.00003336863,0.0002805395,0.0004340608,0.000274075,0.0002184535],"domain_scores_gemma":[0.9995094,0.0001063239,0.0001246802,0.0001515747,0.00008380046,0.00002422786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002090939,0.001120439,0.4824795,0.001141832,0.0001058008,0.00003320252,0.002425421,0.00008088963,0.1027425,0.03481628,0.0006526141,0.3723106],"study_design_scores_gemma":[0.01118208,0.0005058158,0.9482417,0.000781289,0.0001314967,0.00002987771,0.001349162,0.01417312,0.003545302,0.007268324,0.01171507,0.00107674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817425,0.0001155061,0.00008417526,0.006856767,0.0003456771,0.0006145393,0.00000580877,0.00009266214,0.01014235],"genre_scores_gemma":[0.9975526,0.0003703676,0.00008222829,0.001630644,0.0001279822,0.00002174074,0.00004553043,0.00002607575,0.000142827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4657623,"threshold_uncertainty_score":0.8249943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334381003079654,"score_gpt":0.2496174814483998,"score_spread":0.2362736714176032,"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."}}