{"id":"W2760319029","doi":"10.1016/j.cjca.2017.07.056","title":"RNA-SEQ DATA ANALYSIS IDENTIFIES STEM CELL TRANSCRIPTOMIC SIGNATURES UNDERPINNING THE THERAPEUTIC EFFECTIVENESS OF PATIENT CELLS IN THE IMPACT-CABG TRIAL","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Transcriptome; Ejection fraction; Bioinformatics; Stem cell; Stem-cell therapy; Clinical trial; Gene expression; Heart failure; Oncology; Computational biology; Internal medicine; Gene; Biology; Genetics; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534973,0.00035653,0.0008501544,0.0004063174,0.0003364838,0.001374407,0.0003144904,0.0005697417,0.002785405],"category_scores_gemma":[0.003473875,0.0001884697,0.0007354008,0.0004921493,0.0005013066,0.0003330761,0.0003891369,0.001114471,0.0005896655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797449,"about_ca_system_score_gemma":0.0007029042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004473374,"about_ca_topic_score_gemma":0.001182489,"domain_scores_codex":[0.998803,0.0004447957,0.00008385959,0.0002510858,0.0002693493,0.0001479849],"domain_scores_gemma":[0.9985896,0.0008180693,0.0001974582,0.0001072274,0.0001763778,0.0001112098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.09853873,0.002646339,0.3043479,0.001893703,0.005291175,0.0007400891,0.001247867,0.01330474,0.3441417,0.004989491,0.0234973,0.199361],"study_design_scores_gemma":[0.00653825,0.01426923,0.7304492,0.0004843215,0.0094256,0.001253275,0.002220872,0.03731477,0.1412677,0.01436545,0.04206051,0.0003508075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802223,0.001668807,0.003571052,0.001265526,0.0002231978,0.0001794901,0.009256118,0.00008630307,0.00352725],"genre_scores_gemma":[0.980489,0.0006751064,0.004005299,0.001554211,0.0002222711,0.0004514184,0.01095698,0.0000742245,0.001571483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002785405,"threshold_uncertainty_score":0.0134064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987179097038111,"score_gpt":0.3432953018408447,"score_spread":0.2834235108704636,"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."}}