{"id":"W3056742884","doi":"10.1186/s13643-020-01437-z","title":"Comparison of freshly cultured versus freshly thawed (cryopreserved) mesenchymal stem cells in preclinical in vivo models of inflammation: a protocol for a preclinical systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Mesenchymal stem cell; In vivo; Cryopreservation; Meta-analysis; Inflammation; Stem cell; Clinical trial; Bioinformatics; Immunology; Pathology; Biotechnology; Biology; Embryo","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01547727,0.0006213252,0.01916688,0.000354165,0.00003434975,0.00004051133,0.0007308889,0.0003467046,0.0002884817],"category_scores_gemma":[0.01030905,0.0003612507,0.002598536,0.002050344,0.0001409064,0.0002425812,0.0002415923,0.0005195517,0.00002400779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022249,"about_ca_system_score_gemma":0.000222031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004444157,"about_ca_topic_score_gemma":0.0002427091,"domain_scores_codex":[0.9784036,0.006431068,0.01214911,0.0009489869,0.001564737,0.0005024555],"domain_scores_gemma":[0.987624,0.00529637,0.004300529,0.001664386,0.0006769,0.000437744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005528113,0.000307248,0.0003238714,0.9842923,0.01207987,0.000006556658,0.001148116,0.0001465998,0.0002610656,0.0001637153,0.0007138426,0.000003969799],"study_design_scores_gemma":[0.01364534,0.003601111,0.00002961943,0.3812329,0.451652,0.00001319218,0.001138737,0.1436172,0.003256814,0.0001275085,0.000675563,0.001010066],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005845965,0.07446474,0.00117083,0.001238736,0.00003808854,0.921338,0.0001035469,0.00003611613,0.001025392],"genre_scores_gemma":[0.04116099,0.001363275,0.006787868,0.0002016143,0.00007167579,0.9492306,0.00002346827,0.00009050388,0.001069962],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6030595,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5478538977839346,"score_gpt":0.5185276325793009,"score_spread":0.02932626520463366,"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."}}