{"id":"W6889770540","doi":"10.26226/morressier.5b9a8d00dbd47e000fbf5ae0","title":"EFFECTIVENESS OF A NEW EVIDENCE BASED TRIAGE TOOLKIT FOR TRANSIENT ISCHEMIC ATTACK AND MILD NON-DISABLING STROKE IN NORTHWESTERN ONTARIO, CANADA","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Stroke (engine); Population; Evidence-based practice; Emergency medical services; Primary care; Health care; Thunder; Best practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication"],"category_scores_codex":[0.002761213,0.001345521,0.00265823,0.01331419,0.0003285617,0.002590511,0.007401648,0.0009131983,0.002431508],"category_scores_gemma":[0.0003895695,0.001326552,0.0003681619,0.00680628,0.000825195,0.01399371,0.00294794,0.002054252,0.00008453358],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405517,"about_ca_system_score_gemma":0.03359591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547617,"about_ca_topic_score_gemma":0.9403216,"domain_scores_codex":[0.9899039,0.001587948,0.001268765,0.002755312,0.00222366,0.002260467],"domain_scores_gemma":[0.9898525,0.004342952,0.0009458543,0.003382111,0.0001156797,0.001360932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007857956,0.0002575176,0.06459312,0.004928427,0.0002941873,0.0002809932,0.0001270346,0.00002471426,0.001161134,0.0000219131,0.9198844,0.0005685863],"study_design_scores_gemma":[0.01111544,0.0007719617,0.05107191,0.02275042,0.0001037932,0.000007228478,0.00005127694,0.0001049574,0.01447444,0.00002613782,0.8980023,0.001520086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2872607,0.03387265,0.0001717667,0.002693667,0.001455365,0.05730077,0.04929505,0.0008467688,0.5671033],"genre_scores_gemma":[0.04213655,0.002412876,0.005799557,0.0002996083,0.000612899,0.002670034,0.01103657,0.004575945,0.930456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3633527,"threshold_uncertainty_score":0.9999296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130308607912773,"score_gpt":0.3614750984952803,"score_spread":0.2311664905825073,"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."}}