{"id":"W4388553171","doi":"10.54254/2753-8818/8/20240363","title":"Comprehensive research progress in stem cell therapy","year":2023,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Induced pluripotent stem cell; Stem cell; Stem-cell therapy; Regenerative medicine; Context (archaeology); Regeneration (biology); Medicine; Mesenchymal stem cell; Cell therapy; Neuroscience; Embryonic stem cell; Biology; Pathology; Cell biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001220903,0.00007734101,0.00008061872,0.0001522039,0.000175752,0.00005604041,0.0003955307,0.00005971275,0.00001150917],"category_scores_gemma":[0.00002354586,0.00005318726,0.0000171859,0.001016178,0.003820033,0.000006339394,0.0004651251,0.0002364771,0.00004351227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001305379,"about_ca_system_score_gemma":0.00008858398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004072687,"about_ca_topic_score_gemma":9.74469e-7,"domain_scores_codex":[0.9982843,0.0001484569,0.00009298751,0.0004043421,0.0005056775,0.0005642157],"domain_scores_gemma":[0.9994632,0.00007395362,0.00001016064,0.0001903183,0.0001353864,0.0001270072],"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":[0.0001880907,0.00004226575,0.00244125,0.00002006751,0.000002107349,0.0000238399,0.0001008411,0.00000111068,0.9389232,0.01708065,0.0002162274,0.04096029],"study_design_scores_gemma":[0.001146384,0.0007667323,0.09650122,0.00003186381,0.000001026113,0.00001958969,0.0005278003,0.003007634,0.8807397,0.008197687,0.008731656,0.000328659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951826,0.00261844,0.000001157039,0.0006438351,0.00005659607,0.000206629,0.000002373114,0.00001249534,0.001275873],"genre_scores_gemma":[0.9984719,0.001029395,0.00003421786,0.00005269611,0.00003647064,0.00001411198,0.000005655177,0.000005802269,0.0003497331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09405997,"threshold_uncertainty_score":0.998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752468090170516,"score_gpt":0.3510049346152515,"score_spread":0.3234802537135463,"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."}}