{"id":"W4213169374","doi":"10.2217/rme.15.71","title":"Keynote Lectures","year":2015,"lang":"en","type":"article","venue":"Regenerative Medicine","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reprogramming; Induced pluripotent stem cell; Cell biology; Chemistry; Biology; Cell; Genetics; Embryonic stem cell; 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":[0.0003283973,0.0001263131,0.0001444463,0.00005040418,0.00004722618,0.000006801238,0.0001614656,0.00007741396,0.00005504288],"category_scores_gemma":[0.000366895,0.00008817108,0.00002997305,0.0001102991,0.0001847647,0.000001751919,0.00008311639,0.0000883098,0.00004825167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342799,"about_ca_system_score_gemma":0.0001071737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161053,"about_ca_topic_score_gemma":0.00003384789,"domain_scores_codex":[0.9989508,0.0001223949,0.0001314747,0.0002763963,0.0002973833,0.0002215941],"domain_scores_gemma":[0.9992632,0.00001038659,0.00003598083,0.0002810155,0.0001991464,0.000210243],"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":[0.00008032761,0.0000180288,0.0003988708,0.000005866399,0.0000350038,0.00001317351,0.000165736,0.000126853,0.8461608,0.0002163685,0.1515271,0.001251969],"study_design_scores_gemma":[0.001222213,0.0008201635,0.0002486053,0.00001548033,0.000009273894,0.00003004667,0.0001123913,0.0001630942,0.7042401,0.0001747814,0.2928297,0.0001341242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909614,0.02038191,0.02359058,0.01037416,0.0007744227,0.0005186914,0.0000128731,0.00004488636,0.05334106],"genre_scores_gemma":[0.9787642,0.0001555028,0.0004798913,0.0006171413,0.001401059,0.00001681569,0.0001389174,0.00001922901,0.01840718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419206,"threshold_uncertainty_score":0.3595512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025337475002128,"score_gpt":0.3286161383289343,"score_spread":0.278362763578913,"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."}}