{"id":"W4404643885","doi":"10.51731/cjht.2024.1032","title":"RapidAI for Stroke Detection and AI Implementation Review","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vector Institute","keywords":"Stroke (engine); Medicine; Intensive care medicine; Inclusion and exclusion criteria; Systematic review; MEDLINE; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03453271,0.00162748,0.00563518,0.02138723,0.001059549,0.005831653,0.00468264,0.003961866,0.01989415],"category_scores_gemma":[0.1732078,0.001397159,0.007858048,0.01478062,0.001281016,0.00643723,0.003662958,0.003305231,0.003138092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157555,"about_ca_system_score_gemma":0.04946698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011535,"about_ca_topic_score_gemma":0.02196294,"domain_scores_codex":[0.9705283,0.01256376,0.009632445,0.001064611,0.005373569,0.0008372482],"domain_scores_gemma":[0.8379238,0.1096467,0.01636095,0.002500432,0.03169662,0.00187148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000135049,0.00003519136,0.0002334702,0.6939977,0.001522799,0.00009567737,0.000371412,0.0002694045,0.0001208228,0.003516989,0.03982864,0.2598729],"study_design_scores_gemma":[0.0001012632,0.0001034059,0.000671717,0.8196077,0.004116389,0.0001399965,0.0001812731,0.00008462814,0.00008603719,0.001572769,0.1732981,0.00003671718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002278762,0.9819903,0.0009140571,0.008454057,0.001926215,0.001376474,0.0009819779,0.00008485628,0.004044302],"genre_scores_gemma":[0.003208479,0.9854987,0.003071463,0.004234571,0.0006786943,0.001811425,0.0006006788,0.00003115599,0.0008648637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03453271,"threshold_uncertainty_score":0.1826286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436297682799179,"score_gpt":0.3551525200658781,"score_spread":0.3307895432378863,"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."}}