{"id":"W4382139264","doi":"10.1161/strokeaha.123.043125","title":"July Literature Synopses","year":2023,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.002664795,0.001261491,0.001523294,0.01194978,0.001522037,0.004769343,0.001933411,0.003710934,0.124832],"category_scores_gemma":[0.02196094,0.0006847613,0.001282625,0.01111909,0.001302438,0.004050326,0.002891179,0.00390296,0.08210287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149912,"about_ca_system_score_gemma":0.004537245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534353,"about_ca_topic_score_gemma":0.005694689,"domain_scores_codex":[0.9976001,0.0003815452,0.0008571605,0.0002743027,0.0006935985,0.0001933028],"domain_scores_gemma":[0.9837635,0.004704334,0.002221834,0.0006577554,0.007511524,0.001141094],"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":[0.000026964,0.000008745085,0.00009231521,0.001958635,0.00000792462,0.0001378221,0.00004030565,0.00002489549,0.00008392596,0.001367329,0.9498674,0.04638377],"study_design_scores_gemma":[0.000007492264,0.000008585984,0.0001898635,0.003955755,0.000008130899,0.0002850979,0.00004665077,0.00000706612,0.00002504634,0.0004411215,0.9950191,0.000006049232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0006066392,0.3539613,0.001339427,0.1387196,0.3660946,0.0005968948,0.006572898,0.0004433052,0.1316653],"genre_scores_gemma":[0.004695007,0.4631441,0.001584025,0.1761065,0.2232502,0.001069859,0.009648115,0.0004497415,0.1200525],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.124832,"threshold_uncertainty_score":0.4176048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284065195369591,"score_gpt":0.2700231469676423,"score_spread":0.2571824950139464,"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."}}