{"id":"W3005399980","doi":"10.1111/trf.15695","title":"Willingness of volunteers from Canadian Blood Service's Stem Cell Registry to donate blood, marrow, and other tissues for regenerative therapy","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Donation; Regenerative medicine; Stem cell; Tissue Donation; Family medicine; Transplantation; Surgery; Organ donation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009834646,0.0001119167,0.0002206171,0.00003699917,0.00006489374,0.000008797682,0.00005957396,0.000195013,0.00008419928],"category_scores_gemma":[0.000003147647,0.00008669739,0.00004172156,0.0001582384,0.00007617896,0.00002131806,0.000005363032,0.0001162323,0.000001498496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009227622,"about_ca_system_score_gemma":0.0001178046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05203584,"about_ca_topic_score_gemma":0.03837489,"domain_scores_codex":[0.9992328,0.00002455983,0.0001823883,0.0002476763,0.0001764833,0.000136048],"domain_scores_gemma":[0.9993616,0.00003297016,0.00003445981,0.0001204408,0.0001117322,0.0003388508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007852782,0.0001134477,0.002201914,0.0004820251,0.0001410926,0.00001246356,0.02138947,0.00002669745,0.9593363,0.0003690667,0.0002333854,0.01490889],"study_design_scores_gemma":[0.009574435,0.00175938,0.004724083,0.0005681807,0.0004526327,0.00000672287,0.001774967,0.003960512,0.9153123,0.0004047168,0.06108213,0.0003798702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598278,0.001191156,0.0008693106,0.03703469,0.00007052052,0.0006028373,0.0001766046,0.00001890027,0.0002081416],"genre_scores_gemma":[0.9935645,0.0004211485,0.001134825,0.004392005,0.0001681377,0.00001298036,0.0000534603,0.00002514489,0.0002277268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084875,"threshold_uncertainty_score":0.9791723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635130708575319,"score_gpt":0.2551385607705502,"score_spread":0.228787253684797,"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."}}