{"id":"W2161293959","doi":"10.1111/j.1423-0410.2007.00962.x","title":"Donor recruitment research","year":2007,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Library science; Computer science","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":[0.06627389,0.001395842,0.001658274,0.005890128,0.007609898,0.004817035,0.004007833,0.002942736,0.2078219],"category_scores_gemma":[0.07651139,0.001603434,0.001192387,0.002983266,0.002259126,0.001926896,0.005203204,0.003432436,0.08519718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121839,"about_ca_system_score_gemma":0.01974688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245044,"about_ca_topic_score_gemma":0.004601897,"domain_scores_codex":[0.947172,0.03023841,0.005207659,0.004613581,0.007691879,0.005076411],"domain_scores_gemma":[0.933683,0.01183191,0.003075948,0.01835512,0.02448936,0.008564577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008850879,0.005878428,0.03977519,0.004583771,0.000150968,0.001952813,0.02629345,0.0002490203,0.007351954,0.05463826,0.3526924,0.497583],"study_design_scores_gemma":[0.001862982,0.002893986,0.01688018,0.002354332,0.000159651,0.001238429,0.009042402,0.0005024598,0.006336308,0.007859307,0.9508013,0.00006877686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1265124,0.005598195,0.07143578,0.02428106,0.01609341,0.3543026,0.0306235,0.001223266,0.3699298],"genre_scores_gemma":[0.1468654,0.002715792,0.03706016,0.01731339,0.003228819,0.3393136,0.01188833,0.0005394745,0.441075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2078219,"threshold_uncertainty_score":0.6952335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973896672444083,"score_gpt":0.3930889661839643,"score_spread":0.1956992989395559,"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."}}