{"id":"W3166272775","doi":"10.21203/rs.3.rs-36392/v1","title":"The impact of leptomeningeal collaterals in acute ischemic stroke","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Modified Rankin Scale; Cerebral blood flow; Relative risk; Stroke (engine); Internal medicine; Ischemic stroke; Collateral circulation; Cardiology; Ischemia; Blood flow; Confidence interval","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","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01508736,0.0009684814,0.002052475,0.003033781,0.0006140514,0.0005070696,0.003174897,0.00101107,0.0007259091],"category_scores_gemma":[0.004780764,0.0006969369,0.00123883,0.003890027,0.002067396,0.0002028904,0.0100704,0.01246252,0.0003931086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004437369,"about_ca_system_score_gemma":0.005501224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441451,"about_ca_topic_score_gemma":0.0001073648,"domain_scores_codex":[0.9793533,0.003046999,0.001918687,0.002231535,0.009218553,0.004230894],"domain_scores_gemma":[0.9867356,0.004177704,0.0004063066,0.0035106,0.003811199,0.001358598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007261065,0.001122722,0.06252942,0.004605899,0.004090463,0.002332034,0.003910063,0.0003478792,0.1030225,0.0001885728,0.800631,0.009958375],"study_design_scores_gemma":[0.03681719,0.03471119,0.3840633,0.0290741,0.001075531,0.0004050839,0.02685864,0.03757558,0.1906955,0.004281875,0.2485089,0.005933146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359933,0.003243903,0.0000549311,0.01208161,0.0002249246,0.009683918,0.0008896021,0.0001683298,0.03765944],"genre_scores_gemma":[0.9816708,0.005183117,0.0004867479,0.00003551492,0.0007424667,0.001616924,0.0004978513,0.000246783,0.009519797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5521222,"threshold_uncertainty_score":0.9995482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051221048372169,"score_gpt":0.4685610174010731,"score_spread":0.3634389125638562,"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."}}