{"id":"W1977841063","doi":"10.1038/nmeth.f.282","title":"Stem cell research policy and iPS cells","year":2009,"lang":"en","type":"article","venue":"Nature Methods","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Induced pluripotent stem cell; Embryonic stem cell; Stem cell; Biology; Cell biology; Engineering ethics; Neuroscience; Political science; Computational biology; Genetics; Engineering; Gene","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":[0.003046853,0.0001570704,0.0001665078,0.0002206231,0.0001515885,0.00006019135,0.0003665271,0.0006489442,0.00001120344],"category_scores_gemma":[0.0001440903,0.0001377723,0.00006681454,0.0004218457,0.0001142255,0.000003881878,0.0002319759,0.0009845742,0.00001743383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020352,"about_ca_system_score_gemma":0.0001822465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009623113,"about_ca_topic_score_gemma":0.000002230464,"domain_scores_codex":[0.9971669,0.001176767,0.0001581929,0.0005287988,0.000393673,0.0005756072],"domain_scores_gemma":[0.9988124,0.0001508303,0.00003494522,0.0005442746,0.0002432451,0.000214249],"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":[0.00005178535,0.00004273615,0.00003159535,0.00002183538,0.000008619363,0.00000738728,0.00003726065,0.000002522685,0.8923293,0.0003632909,0.005785735,0.1013179],"study_design_scores_gemma":[0.0002528464,0.0002616157,0.0006058501,0.00000589511,0.000003244353,0.00001103472,0.00003802425,0.00002791383,0.7788967,0.0005775294,0.2191987,0.0001205907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760963,0.04885931,0.01054688,0.005271597,0.0005766343,0.001325336,0.00004796355,0.00007821844,0.1571977],"genre_scores_gemma":[0.8975095,0.001309157,0.07727072,0.0008749499,0.0008080591,0.00001154444,0.00002186988,0.00003426737,0.02215999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213413,"threshold_uncertainty_score":0.5618192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093776339461246,"score_gpt":0.4523538137385844,"score_spread":0.4114160503439719,"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."}}