{"id":"W3009214078","doi":"","title":"Institution of Code Neurointervention and Its Impact on Reaction and Treatment Times.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Medicine; Endovascular treatment; Stroke (engine); Retrospective cohort study; Surgery; Internal medicine; Aneurysm","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":[0.002884805,0.000201763,0.0002122564,0.0006240038,0.0005092373,0.001010907,0.000434692,0.0003651122,0.005284852],"category_scores_gemma":[0.03586382,0.0001262383,0.0004698831,0.0007629,0.0004115704,0.0006070432,0.000754926,0.0009423807,0.0004382709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126636,"about_ca_system_score_gemma":0.001715581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267291,"about_ca_topic_score_gemma":0.003196568,"domain_scores_codex":[0.9952546,0.001515819,0.0008625009,0.0004609075,0.001230916,0.0006751468],"domain_scores_gemma":[0.9527144,0.01237277,0.02717269,0.001209291,0.002743396,0.003787455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006082404,0.0001156537,0.9865909,0.00004918496,0.00007255306,0.0001170659,0.0001488236,0.0001219966,0.00009999181,0.00006401777,0.0007212131,0.0112905],"study_design_scores_gemma":[0.00001640716,0.0003999287,0.9958211,0.00006281043,0.00006773355,0.001018572,0.0004760032,0.0005443589,0.0002551106,0.00008125669,0.001240836,0.00001578713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942474,0.0009390233,0.0006815344,0.0006192015,0.0001373051,0.00004874421,0.0003592341,0.00002567327,0.002941834],"genre_scores_gemma":[0.9990197,0.00013197,0.000307468,0.00009007625,0.00005229845,0.00002414273,0.0001238878,0.000009205887,0.0002411402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005284852,"threshold_uncertainty_score":0.01767957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040476366766321,"score_gpt":0.2763395429820144,"score_spread":0.2359347793143512,"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."}}