{"id":"W2989571818","doi":"10.1002/sctm.19-0193","title":"Are all stem cells equal? Systematic review, evidence map, and meta-analyses of preclinical stem cell-based therapies for bronchopulmonary dysplasia","year":2019,"lang":"en","type":"review","venue":"Stem Cells Translational Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital; Windsor Regional Hospital; Western University","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Stem-cell therapy; Mesenchymal stem cell; Clinical trial; Stem cell; Cell therapy; Intensive care medicine; Systematic review; Bioinformatics; Oncology; Pathology; MEDLINE; Gestational age; Pregnancy","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006632739,0.001308713,0.01408213,0.0007135484,0.0001152697,0.00002285466,0.0007493899,0.0007321828,0.0003641243],"category_scores_gemma":[0.0001579007,0.0007843091,0.002203792,0.0006735373,0.0005009855,0.0001818355,0.00006352401,0.001138152,0.00009555137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056755,"about_ca_system_score_gemma":0.001756849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001584169,"about_ca_topic_score_gemma":0.000004663481,"domain_scores_codex":[0.9863009,0.00240668,0.005778544,0.001540944,0.003169699,0.0008032686],"domain_scores_gemma":[0.9722198,0.02041437,0.003980625,0.001637458,0.001002058,0.0007456914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003274687,0.0001651463,0.000004302126,0.9698951,0.005118928,0.0000645269,0.00006621797,0.00001127303,0.0001047579,0.00001545539,0.0007841987,0.02344263],"study_design_scores_gemma":[0.001892169,0.001551335,0.000002028788,0.6221769,0.1503243,0.0000437387,0.0000949828,0.0001471151,0.0002562919,0.00001099991,0.2228859,0.0006142731],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004801652,0.9755338,0.0009071309,0.001653145,0.0003584757,0.02063582,0.0008106163,0.00005455115,0.00004160135],"genre_scores_gemma":[0.0002617945,0.9923649,0.0004045728,0.001488256,0.0002476239,0.001858426,0.0001654007,0.0002070008,0.003001968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3477182,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5274547669858732,"score_gpt":0.5157277725689092,"score_spread":0.01172699441696401,"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."}}