{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006406622,0.0006606426,0.0006678645,0.0007019024,0.0007105346,0.000502568,0.0002139853,0.000495372,0.001757308],"category_scores_gemma":[0.00115552,0.0002597817,0.0004196085,0.0006597624,0.000364575,0.0005274515,0.0004253472,0.0005899722,0.0005926054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512826,"about_ca_system_score_gemma":0.0006405001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019346,"about_ca_topic_score_gemma":0.0009649337,"domain_scores_codex":[0.9996334,0.0001234804,0.00003755416,0.00006429605,0.00005369513,0.00008749609],"domain_scores_gemma":[0.9991285,0.0001396015,0.0001566011,0.00006384518,0.0001474992,0.0003639262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01895293,0.01111544,0.9468919,0.0001455867,0.0001690545,0.001817922,0.001030604,0.00009310618,0.006083608,0.00003740509,0.0003605742,0.01330191],"study_design_scores_gemma":[0.001401672,0.04824931,0.9451721,0.00002381567,0.0001735639,0.001876937,0.00102198,0.0002553025,0.0007031511,0.0000775162,0.001023535,0.00002120125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994716,0.0001056214,0.00005520748,0.00001499141,0.000005886534,0.000089706,0.00008401436,0.000002023323,0.0001710572],"genre_scores_gemma":[0.9983706,0.0002366646,0.0002558225,0.00007516572,0.00007365622,0.0002244702,0.0004416513,0.00000181945,0.0003202994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001757308,"threshold_uncertainty_score":0.005878747,"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."}}