{"id":"W4280591404","doi":"10.1161/strokeaha.122.039796","title":"Current State and Future for Emerging Stroke Therapies: Reflections and Reactions","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Queen (butterfly); Medicine; Stroke (engine); Acute stroke; State (computer science); Library science; Psychiatry","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":[0.0293972,0.001207643,0.003190966,0.001288092,0.002165823,0.01124381,0.002734307,0.01218776,0.01830275],"category_scores_gemma":[0.03664004,0.0006001702,0.002271574,0.001482467,0.006221846,0.02039305,0.004329481,0.02211149,0.004267004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445338,"about_ca_system_score_gemma":0.0104743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167362,"about_ca_topic_score_gemma":0.006150636,"domain_scores_codex":[0.9910302,0.00289886,0.001375626,0.0007873368,0.002950485,0.0009575639],"domain_scores_gemma":[0.9345867,0.04186105,0.003854589,0.001495194,0.01353801,0.004664404],"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":[0.001343085,0.0004977852,0.002002605,0.007292681,0.0002716402,0.0006173301,0.001097766,0.001043167,0.001643426,0.05602996,0.4926045,0.4355559],"study_design_scores_gemma":[0.0003167072,0.0006352648,0.001907862,0.01088338,0.0002438206,0.0006601186,0.005085313,0.0008568688,0.0005157322,0.09112043,0.8875769,0.0001976599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0009689237,0.5088024,0.001115778,0.4646424,0.01803321,0.00004061902,0.000186713,0.00007742312,0.006132476],"genre_scores_gemma":[0.02824895,0.5982069,0.007556077,0.2926091,0.06618874,0.0001983012,0.0003627676,0.000103237,0.00652597],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0293972,"threshold_uncertainty_score":0.1554691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245654023209517,"score_gpt":0.3207446044643191,"score_spread":0.2982880642322239,"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."}}