{"id":"W2043594511","doi":"10.1242/dev.067256","title":"A practical guide to human stem cell biology","year":2011,"lang":"en","type":"article","venue":"Development","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stem cell biology; Stem cell; Biology; Induced pluripotent stem cell; Embryonic stem cell; Regenerative medicine; Environmental ethics; Engineering ethics; Genetics; Reproductive technology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813403,0.0001247457,0.000104666,0.00006053296,0.00008773829,0.00001026698,0.0002191242,0.0001129335,0.0001251302],"category_scores_gemma":[0.00001557307,0.0001148962,0.00003200772,0.00007008432,0.00003264229,0.000001781366,0.0003506884,0.00007531056,0.0005225518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518209,"about_ca_system_score_gemma":0.000200923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162424,"about_ca_topic_score_gemma":0.0000245527,"domain_scores_codex":[0.9988574,0.0000618417,0.0002265967,0.0003712314,0.0001250235,0.0003578447],"domain_scores_gemma":[0.9994121,0.00000603608,0.00003732628,0.0002846248,0.00007851652,0.0001814243],"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":[0.00004801898,0.0001512351,0.002563744,0.00001601618,0.00003958089,0.00002261104,0.0003087673,6.340333e-7,0.969886,0.0001904576,0.02288927,0.003883633],"study_design_scores_gemma":[0.0001531592,0.0001236501,0.002409307,0.000002985059,0.000001828014,0.000005432667,0.000044524,8.241071e-7,0.5851309,0.000006038449,0.4120067,0.0001146652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206796,0.00006691513,0.008290689,0.0001607003,0.0001264985,0.0003438043,0.000003966151,0.0000224734,0.07030531],"genre_scores_gemma":[0.9399189,0.00001433241,0.04522698,0.0003977657,0.00006435276,0.00008100499,0.00005909225,0.00002342865,0.01421418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3891174,"threshold_uncertainty_score":0.6716521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714841798472607,"score_gpt":0.3384778210297535,"score_spread":0.2813294030450274,"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."}}