{"id":"W1861446303","doi":"10.15252/embr.201439819","title":"Research ethics and stem cells","year":2014,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Stem Cell Network; University of British Columbia; Golder Associates (Canada); Ottawa Hospital; NeuroDevNet; McGill University; University of Regina; University of Alberta","funders":"National Health and Medical Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Donation and Transplantation Research Program","keywords":"Stem cell; Biology; Environmental ethics; Political science; Computational biology; Cell biology; Engineering ethics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005657237,0.00004839978,0.0001217578,0.0000714727,0.0001426312,0.00001669454,0.00001742447,0.000308537,0.0000452496],"category_scores_gemma":[0.0001784488,0.00003451417,0.00002242238,0.0001325967,0.000465525,0.00001847502,0.00004391487,0.00104614,0.00001081089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695926,"about_ca_system_score_gemma":0.0001311003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004130417,"about_ca_topic_score_gemma":0.000007021513,"domain_scores_codex":[0.998632,0.0001606235,0.0001988327,0.0002015768,0.0006542075,0.0001528136],"domain_scores_gemma":[0.9990217,0.0002887165,0.00004986359,0.0002535461,0.0002121244,0.0001740358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001749543,0.0006390609,0.0238741,0.003258582,0.0001980345,0.003498481,0.013001,0.00001399779,0.1646069,0.1024117,0.07018007,0.6181431],"study_design_scores_gemma":[0.000697243,0.0005629852,0.0596738,0.0005049933,0.00005271051,0.001577845,0.0005204365,0.001723687,0.02876757,0.04048433,0.8652044,0.0002300052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916301,0.0006350136,0.001273699,0.05922323,0.0009190854,0.0004166278,5.85808e-7,0.00009101808,0.04581068],"genre_scores_gemma":[0.9933605,0.00007280678,0.0003006149,0.0005111287,0.0002314037,0.000003190367,0.00000347184,0.000009372932,0.005507471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7950243,"threshold_uncertainty_score":0.4545014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105372097416335,"score_gpt":0.4080988915014629,"score_spread":0.2975616817598294,"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."}}