{"id":"W2102888560","doi":"","title":"Top of the World Stem Cell Drive: A Case Study in Rural Stem Cell Donor Recruitment","year":2015,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stem cell; Medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004657227,0.0005492333,0.0005806814,0.000962622,0.02017638,0.003974319,0.002247229,0.004362836,0.005427674],"category_scores_gemma":[0.01405673,0.0005828697,0.0005910604,0.00165878,0.004032608,0.002750237,0.005373694,0.005741957,0.0006206468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005627305,"about_ca_system_score_gemma":0.008218375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02834838,"about_ca_topic_score_gemma":0.08346738,"domain_scores_codex":[0.9938213,0.003568996,0.0001911477,0.000346808,0.0007294481,0.001342358],"domain_scores_gemma":[0.9917087,0.002737839,0.0007888818,0.0002736211,0.0005030282,0.003987913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001289847,0.001924095,0.07981116,0.0003437833,0.00004313195,0.3856651,0.430678,0.0004576297,0.001029472,0.03211935,0.02968586,0.03811347],"study_design_scores_gemma":[0.00002983407,0.0004702218,0.01627145,0.0005756016,0.00003402879,0.2575786,0.6456841,0.001439949,0.0006742235,0.006260064,0.07086641,0.000115524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939662,0.0009731966,0.002315877,0.031746,0.00030609,0.0003378713,0.00008052575,0.00004896441,0.02452945],"genre_scores_gemma":[0.9727721,0.001895893,0.003133876,0.01037292,0.0001633023,0.0002221026,0.00007487999,0.00009499187,0.01127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02834838,"threshold_uncertainty_score":0.05636674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113176155893563,"score_gpt":0.3788924158328322,"score_spread":0.2675748002434759,"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."}}