{"id":"W2945863667","doi":"10.1016/j.jcyt.2019.03.532","title":"Culture enhanced mesenchymal stromal cells with increased potency","year":2019,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Mesenchymal stem cell; Potency; Stromal cell; Chemistry; Cell biology; Cancer research; Biology; In vitro; Biochemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002238125,0.0002633982,0.0004423624,0.0001140897,0.00006824029,0.00003854731,0.0002056355,0.0001694918,0.005740054],"category_scores_gemma":[0.00001721364,0.0001738286,0.0001116626,0.0003600752,0.00009130941,0.0001066218,0.00002712407,0.0003927844,0.001172304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039513,"about_ca_system_score_gemma":0.0002652878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313315,"about_ca_topic_score_gemma":0.0000121575,"domain_scores_codex":[0.9978423,0.00008669901,0.0002291387,0.0004915969,0.0007875816,0.000562687],"domain_scores_gemma":[0.9987003,0.00006024953,0.00007731376,0.0006284103,0.0001953731,0.0003383602],"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":[0.001276018,0.0001896174,0.009496906,0.0000961415,0.0001081143,0.00009395371,0.0004494667,0.000008019662,0.984093,0.0001423419,0.001138306,0.002908102],"study_design_scores_gemma":[0.009155374,0.004747805,0.02467171,0.0002518244,0.0000422394,0.0001205605,0.000473955,0.0002408954,0.9342695,0.00006024235,0.02548952,0.0004764199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243624,0.0003275629,0.0004670794,0.0002269797,0.00009731019,0.001094956,0.000007819715,0.0001024822,0.07331337],"genre_scores_gemma":[0.9572618,0.0001395255,0.002515578,0.0005236819,0.0002170556,0.00003462256,0.00002315684,0.00006280252,0.03922178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04982355,"threshold_uncertainty_score":0.9996054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007731837876248885,"score_gpt":0.2598004107609275,"score_spread":0.2520685728846787,"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."}}