{"id":"W3108943745","doi":"10.1111/trf.16186","title":"Multimedia resources to support the recruitment of committed hematopoietic stem cell donors: Perspectives of the most‐needed donors","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Blood Services; McMaster University; Queen's University; University of British Columbia; University of Ottawa; Stem Cell Network; University of Toronto","funders":"National Cancer Institute; Canadian Blood Services","keywords":"Donation; Demographics; Whiteboard; Medical education; Medicine; Multimedia; Computer science; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0142129,0.0004492114,0.0003249726,0.0006553796,0.005820589,0.004022291,0.00129502,0.001956582,0.008292954],"category_scores_gemma":[0.02209308,0.000281184,0.0003546687,0.0004817776,0.002889841,0.00438996,0.005696379,0.002608507,0.000829358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671115,"about_ca_system_score_gemma":0.004177109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222902,"about_ca_topic_score_gemma":0.002740686,"domain_scores_codex":[0.9916324,0.00696949,0.0001574456,0.0001540892,0.0004525889,0.0006339299],"domain_scores_gemma":[0.9831975,0.01165535,0.0009051313,0.0002453537,0.001018953,0.002977714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001759099,0.0003702719,0.008128486,0.001366448,0.00001838939,0.002692503,0.8776874,0.0001338962,0.002418901,0.004673291,0.01550333,0.08683117],"study_design_scores_gemma":[0.00003436843,0.0003474109,0.002136979,0.001076189,0.0000254072,0.001236206,0.905144,0.0001778141,0.0009851059,0.001378683,0.08741606,0.0000417137],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148059,0.003978573,0.005739993,0.04254312,0.0008944438,0.0004612903,0.0002000913,0.00008701028,0.03128944],"genre_scores_gemma":[0.9762738,0.004178739,0.004908532,0.008438195,0.0002610223,0.0003684109,0.00008777036,0.00005353228,0.005430005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142129,"threshold_uncertainty_score":0.07516587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034939585700383,"score_gpt":0.2727366613910664,"score_spread":0.2323872655340626,"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."}}