{"id":"W3100334884","doi":"10.3389/fncel.2020.594304","title":"Applying hiPSCs and Biomaterials Towards an Understanding and Treatment of Traumatic Brain Injury","year":2020,"lang":"en","type":"review","venue":"Frontiers in Cellular Neuroscience","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Québec Consortium for Drug Discovery; McGill University","keywords":"Traumatic brain injury; Medicine; Neuroscience; Disease; Intensive care medicine; Bioinformatics; Pathology; Psychology; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0006384352,0.0003892373,0.001984433,0.0005422794,0.0000936634,0.00009039276,0.0002269253,0.0001910112,0.000007627473],"category_scores_gemma":[0.0002485684,0.0003022295,0.0001176229,0.0007643038,0.0005146203,0.0001180469,0.0001234291,0.0001359699,8.25064e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976203,"about_ca_system_score_gemma":0.0003541474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003235207,"about_ca_topic_score_gemma":0.000001328094,"domain_scores_codex":[0.9971081,0.0004091514,0.0006884341,0.0008389873,0.0005343262,0.00042101],"domain_scores_gemma":[0.9988744,0.0001026331,0.0002536048,0.0003786946,0.00001499864,0.0003756965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000043502,0.0001243174,0.0001822852,0.01468714,0.00002041182,0.0003793461,0.0004446407,1.40223e-7,0.008442207,0.00004933488,0.00007127032,0.9755554],"study_design_scores_gemma":[0.001775118,0.005154148,0.00009081524,0.01268932,0.0007275145,0.0003494351,0.00124864,0.003214799,0.003741664,0.0003435082,0.9696733,0.0009916957],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00344442,0.9898588,0.002609451,0.00008693293,0.0005886435,0.003189736,0.00004089065,0.00003011613,0.0001509999],"genre_scores_gemma":[0.003584197,0.9945276,0.001493504,0.00003436848,0.00005377573,0.0001332324,0.00001623316,0.0000485313,0.0001085124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9745637,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577457154754983,"score_gpt":0.3983830778441568,"score_spread":0.1406373623686585,"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."}}