{"id":"W4365395421","doi":"10.5114/aic.2023.126461","title":"Making endovascular stroke treatment possible: trainingto save brains (and lives)","year":2023,"lang":"en","type":"editorial","venue":"Advances in Interventional Cardiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Interventional cardiology; Internal medicine; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004189218,0.0006575885,0.0005647089,0.001118973,0.001938725,0.004049029,0.001258024,0.00357993,0.03865296],"category_scores_gemma":[0.01037686,0.0004280485,0.0008367428,0.0004747781,0.00175841,0.004517471,0.003862872,0.007929666,0.02653886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792175,"about_ca_system_score_gemma":0.007142458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449623,"about_ca_topic_score_gemma":0.01188328,"domain_scores_codex":[0.998035,0.0005445192,0.0001169612,0.0001907485,0.000728586,0.0003841922],"domain_scores_gemma":[0.9943228,0.0009370203,0.0003182324,0.000204421,0.00125738,0.002960155],"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":[0.00002319221,0.00007833997,0.0003920345,0.0002785834,0.000006745838,0.00006779319,0.0003777692,0.00004061465,0.0001299135,0.00202502,0.8628467,0.1337332],"study_design_scores_gemma":[0.00002864782,0.00009422641,0.002865996,0.002567873,0.00002171546,0.0005416389,0.001088367,0.00009654347,0.0003026807,0.007394365,0.984961,0.00003682426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00365377,0.1318021,0.003890448,0.6993639,0.07921236,0.0001447898,0.0005107487,0.0009442933,0.0804776],"genre_scores_gemma":[0.05884183,0.3292315,0.01815037,0.3098132,0.03732001,0.00069224,0.001746912,0.0006497246,0.2435542],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03865296,"threshold_uncertainty_score":0.129307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041964863634554,"score_gpt":0.3578532535751971,"score_spread":0.3274336049388516,"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."}}