{"id":"W4386691645","doi":"10.21203/rs.3.rs-3260170/v1","title":"A molecular atlas of brain neurovascular interactions reveals a spatiotemporal requirement of TGFβ signaling in brain angiogenesis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Neurovascular bundle; Atlas (anatomy); Angiogenesis; Neuroscience; Biology; Anatomy; Cancer research","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":[],"category_scores_codex":[0.003790091,0.0003165805,0.0009846094,0.001782599,0.0000500681,0.00002864898,0.0003909255,0.0002794773,0.0001935811],"category_scores_gemma":[0.002782043,0.0003298614,0.001030336,0.001417291,0.0002187405,0.00004034347,0.0008840337,0.0009399827,0.00002005968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212396,"about_ca_system_score_gemma":0.0007509516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891502,"about_ca_topic_score_gemma":0.001149145,"domain_scores_codex":[0.9943903,0.001112626,0.001068213,0.0008302284,0.001981563,0.000617048],"domain_scores_gemma":[0.996755,0.0005961622,0.0002169988,0.001399735,0.0008233982,0.0002086818],"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":[0.001371055,0.003496158,0.1873543,0.03732844,0.004046317,0.001239167,0.006183323,0.05033759,0.6762966,0.0005596825,0.0114404,0.02034691],"study_design_scores_gemma":[0.01373022,0.004381672,0.6138077,0.04109574,0.001038217,0.00007757561,0.009727175,0.01063151,0.2857085,0.01119489,0.006448828,0.002157893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887254,0.001680091,0.0008822445,0.005657197,0.0001306909,0.002498876,0.00009708602,0.00004523227,0.0002831623],"genre_scores_gemma":[0.9976115,0.0002829665,0.0007000025,0.00007610484,0.0000709285,0.0002562266,0.0004331537,0.0001041758,0.0004649718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4264534,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08946388590370437,"score_gpt":0.4128408322947705,"score_spread":0.3233769463910662,"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."}}