{"id":"W3186754402","doi":"10.25259/sni_569_2021","title":"Cytokines, brain proteins, and growth factors in acute stroke patients: A pilot study","year":2021,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Chemokine; Inflammation; Stroke (engine); Pathogenesis; Internal medicine; Proinflammatory cytokine; Interleukin 8; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001269652,0.0001962717,0.0002076875,0.0002197805,0.00009673476,0.00008702339,0.0002401892,0.00005309713,0.0003092679],"category_scores_gemma":[0.0008968282,0.0001834994,0.00004040301,0.0002412081,0.00007499618,0.0002443089,0.0002170925,0.0003762726,0.00002714219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497688,"about_ca_system_score_gemma":0.00003814726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009644722,"about_ca_topic_score_gemma":0.00004758414,"domain_scores_codex":[0.9975364,0.0006163457,0.0004053089,0.0007259045,0.0004723209,0.000243697],"domain_scores_gemma":[0.9990483,0.0004624379,0.000104162,0.0001709623,0.000111032,0.0001031223],"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":[0.001113913,0.003668133,0.3735229,0.000007393156,0.00002823075,0.004650688,0.0002247751,0.00004250696,0.5779243,0.03822559,0.0002933367,0.0002983211],"study_design_scores_gemma":[0.01189257,0.005639452,0.4505533,0.000007646799,0.0000205648,0.0005740622,0.00002949659,0.00127158,0.520389,0.001618486,0.007413127,0.0005907142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991948,0.000002307126,0.00003869024,0.005831099,0.0008123692,0.0004193381,0.00007328741,0.00008016226,0.0007947304],"genre_scores_gemma":[0.995481,0.00002671398,0.00002147174,0.003550674,0.00006601133,0.0000496265,0.00003058256,0.00002042797,0.0007534967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703042,"threshold_uncertainty_score":0.7482887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373119814596183,"score_gpt":0.2642379121932432,"score_spread":0.2405067140472813,"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."}}