{"id":"W4220766957","doi":"10.1111/trf.16827","title":"Development and evaluation of checklists to support the recruitment of committed hematopoietic stem cell donors","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Canadian Blood Services; University of Waterloo; Stem Cell Network","funders":"Canadian Blood Services; Doctors of BC","keywords":"Checklist; Documentation; Standardization; Hematopoietic stem cell; Medicine; Health care; Protocol (science); Psychology; Family medicine; Stem cell; Haematopoiesis; Alternative medicine; Pathology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3023118,0.001925867,0.001651405,0.00814621,0.003287509,0.003676858,0.007545745,0.001404922,0.003117072],"category_scores_gemma":[0.3980991,0.001278591,0.002960467,0.003684265,0.003017714,0.003726422,0.00730443,0.002496927,0.0009645572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281575,"about_ca_system_score_gemma":0.07058872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01437814,"about_ca_topic_score_gemma":0.02236375,"domain_scores_codex":[0.7511485,0.1715632,0.03311102,0.003941877,0.03549551,0.004739959],"domain_scores_gemma":[0.4555928,0.2108056,0.06190676,0.02475973,0.2304888,0.01644643],"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":[0.001201342,0.005215578,0.05913112,0.01987215,0.0003618688,0.0008271026,0.05989109,0.004247732,0.004429845,0.002272042,0.03594495,0.8066052],"study_design_scores_gemma":[0.005936989,0.04049109,0.334387,0.0735445,0.002080644,0.002261107,0.1437722,0.02278743,0.03447743,0.007134806,0.3310387,0.002088152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5659591,0.005384851,0.1448388,0.01229857,0.001919675,0.2431328,0.00460493,0.003980177,0.01788114],"genre_scores_gemma":[0.2822259,0.002824437,0.6264519,0.001658109,0.0001833094,0.07928067,0.004069361,0.0002926698,0.003013746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023118,"threshold_uncertainty_score":0.8603737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0830845210264185,"score_gpt":0.3187085416831736,"score_spread":0.2356240206567551,"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."}}