{"id":"W2097892227","doi":"10.1111/ijs.12614","title":"Neurothrombectomy Trial Results: Stroke Systems, Not Just Devices, Make the Difference","year":2015,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Certification; Clinical trial; Randomized controlled trial; Quality (philosophy); Quality management; Intensive care medicine; Physical therapy; Operations management; Surgery; Management system; Internal medicine; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009473264,0.0002115686,0.0004168411,0.0002606387,0.0000419531,0.0001528198,0.0008613928,0.00008059559,0.00002877394],"category_scores_gemma":[0.0009024245,0.0001340055,0.0002281713,0.00009578872,0.0001065858,0.0001332448,0.000200679,0.0005685932,0.00003731523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234271,"about_ca_system_score_gemma":0.0003078724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145562,"about_ca_topic_score_gemma":0.00001312303,"domain_scores_codex":[0.996352,0.0001081533,0.001058111,0.0002145893,0.002024152,0.0002429511],"domain_scores_gemma":[0.997047,0.0002587294,0.0009370754,0.0003330745,0.001187823,0.0002362619],"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":[0.3503962,0.002667215,0.03368603,0.0002120922,0.01072894,0.006282675,0.003163647,0.0007819032,0.04640206,0.002654423,0.4970537,0.04597105],"study_design_scores_gemma":[0.1676586,0.003028533,0.02823965,0.0006716666,0.0009327467,0.003352007,0.004146635,0.001035932,0.006892717,0.00001708883,0.7836113,0.0004130918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502347,0.0004088497,0.002140357,0.01642992,0.008574495,0.0007126031,0.0002906869,0.00003972525,0.02116869],"genre_scores_gemma":[0.9861873,0.00008676703,0.0005868966,0.001248602,0.003563321,0.00001275442,0.00001794703,0.00002415,0.008272278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865576,"threshold_uncertainty_score":0.5464584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833459895740762,"score_gpt":0.3270870166811291,"score_spread":0.2587524177237215,"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."}}