{"id":"W3159233794","doi":"10.15173/sciential.v1i1.1908","title":"Induced Pluripotent Stem Cells","year":2018,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","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":"Induced pluripotent stem cell; Embryonic stem cell; Somatic cell; Stem cell; Somatic cell nuclear transfer; Regenerative medicine; Biology; Cell biology; Genetics; Embryo; Embryogenesis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002240705,0.0002659815,0.0001909818,0.0004592704,0.001554418,0.0009675024,0.001719119,0.0001139499,0.0001921463],"category_scores_gemma":[0.00004693546,0.0002199544,0.000168157,0.001197662,0.001930406,0.00008633243,0.0008353491,0.0003582596,0.0004419636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236566,"about_ca_system_score_gemma":0.0009357766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135272,"about_ca_topic_score_gemma":0.00002360459,"domain_scores_codex":[0.9953964,0.0001274965,0.0004599096,0.0009027236,0.001855307,0.00125816],"domain_scores_gemma":[0.9976113,0.000007629708,0.0002369038,0.0005480559,0.0008604571,0.0007355955],"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":[0.00006290018,0.00006530424,0.0002288176,0.000004819835,0.00001855013,0.00001263671,0.00007057094,0.00003272837,0.9877933,0.00004942566,0.002638219,0.009022733],"study_design_scores_gemma":[0.0007853906,0.0009282611,0.000394214,0.00002858537,0.00001336696,0.000326544,0.0002289078,0.0008411677,0.9725882,0.0003851492,0.02315075,0.000329413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827785,0.00007837683,0.005290315,0.001339014,0.003612968,0.0002507837,0.000006214239,0.00002030807,0.006623557],"genre_scores_gemma":[0.9889892,0.00005242911,0.001082152,0.0003056605,0.001215704,0.000003610083,0.000001930235,0.00002628147,0.00832305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02051253,"threshold_uncertainty_score":0.9997454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490039108546743,"score_gpt":0.2857509282765396,"score_spread":0.2608505371910722,"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."}}