{"id":"W2262929605","doi":"","title":"Revising the Regulation of Stem Cell-Based Therapies: Critical Assessment of Potential Models.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stem cell; Risk analysis (engineering); Biology; Medicine; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149565,0.00006117611,0.0001737184,0.00005187783,0.00002832737,0.000007795601,0.00005721997,0.0001119107,0.000009330032],"category_scores_gemma":[0.00002763194,0.00003622931,0.00006986863,0.0001375702,0.0004097818,0.00004610778,0.00001692328,0.0001293238,1.850385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004338822,"about_ca_system_score_gemma":0.0001521133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405644,"about_ca_topic_score_gemma":4.843594e-7,"domain_scores_codex":[0.9987912,0.00009631205,0.0002887771,0.0001057553,0.0005902697,0.0001277093],"domain_scores_gemma":[0.9991764,0.00009602856,0.0001063804,0.0002057998,0.000308225,0.0001071078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008551672,0.001586894,0.001702762,0.002345524,0.0002487862,0.000007964321,0.002437222,0.0160608,0.01949407,0.1009826,0.001800213,0.852478],"study_design_scores_gemma":[0.003960274,0.0002809463,0.3916834,0.0002645127,0.0003141892,0.000009364612,0.0007749447,0.5642098,0.0108734,0.02611156,0.00132723,0.0001903791],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.325789,0.003890763,0.5373784,0.1148227,0.001151029,0.003088299,0.00002046615,0.00009432939,0.01376505],"genre_scores_gemma":[0.9982011,0.00001611522,0.001373481,0.0001722158,0.00009224878,0.00004332565,0.000009651239,0.00000863133,0.00008327085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8522877,"threshold_uncertainty_score":0.1509858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348762165545232,"score_gpt":0.3155773228900414,"score_spread":0.2420897012345891,"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."}}