{"id":"W3159497812","doi":"10.1136/neurintsurg-2021-017472","title":"Factors influencing thrombectomy decision making for primary medium vessel occlusion stroke","year":2021,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Logistic regression; Respondent; Guideline; Demography; Emergency medicine; Internal medicine","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":[0.002957294,0.0002117286,0.0001953442,0.0006399414,0.0003071741,0.001030324,0.0002940838,0.0006082231,0.003853112],"category_scores_gemma":[0.02112235,0.0001540987,0.000615488,0.0005829092,0.0003604907,0.0003855009,0.0004069356,0.0006491365,0.0003314556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264069,"about_ca_system_score_gemma":0.0006698949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231891,"about_ca_topic_score_gemma":0.002382713,"domain_scores_codex":[0.996854,0.001899303,0.0003249029,0.0002310174,0.0003556301,0.0003350952],"domain_scores_gemma":[0.98361,0.008121862,0.006413101,0.0002537181,0.0005606046,0.001040682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009960196,0.0001068075,0.9961442,0.000032718,0.00005509162,0.00008378491,0.0004552478,0.0001225692,0.00005602508,0.00004740493,0.0001660423,0.00263058],"study_design_scores_gemma":[0.00001800655,0.0002176862,0.994247,0.0000719117,0.0000517347,0.0005488095,0.002906732,0.001155795,0.00008683826,0.0002164328,0.0004646136,0.00001439256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986034,0.0001857091,0.0001277021,0.0003625436,0.000006824338,0.00001111693,0.00007944062,0.000001557497,0.0006217089],"genre_scores_gemma":[0.9997399,0.00006248609,0.00008433632,0.00003318829,0.00000540732,0.00000343336,0.00003860447,4.629767e-7,0.00003217517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003853112,"threshold_uncertainty_score":0.0156399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441445384559297,"score_gpt":0.3165638813196201,"score_spread":0.2724193428636904,"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."}}