{"id":"W2346915368","doi":"10.1097/md.0000000000003327","title":"The Relationships Among Regionalization, Processes, and Outcomes for Stroke Care","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health Insurance Administration; National Health Research Institutes","keywords":"Medicine; Stroke (engine); MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002606619,0.000103756,0.0001723652,0.00005729015,0.000204512,0.000005804672,0.00007156358,0.00004429401,0.00002032084],"category_scores_gemma":[0.002745484,0.00004396863,0.00002292917,0.0001050022,0.0002714457,0.00005033849,0.00003150081,0.00005799661,0.000003290369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284905,"about_ca_system_score_gemma":0.00004364642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009770605,"about_ca_topic_score_gemma":0.00004263703,"domain_scores_codex":[0.9991882,0.00001701209,0.0002134564,0.0001837126,0.0002441151,0.0001534463],"domain_scores_gemma":[0.9985779,0.000725452,0.00008699758,0.0002463035,0.0002825142,0.00008081517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005794691,0.000008506842,0.8514138,0.0002062911,0.00008730614,0.000002738607,0.0006815976,1.159025e-7,0.000150425,0.002148313,0.1383289,0.006914043],"study_design_scores_gemma":[0.00347838,0.0001802922,0.4643535,0.0003997336,0.0002523872,0.00001040393,0.002591975,0.00001324643,0.0002089553,0.0002749597,0.5281458,0.00009039616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3220752,0.01303208,0.1043893,0.5168101,0.0008448235,0.005017529,0.00006285832,0.0003762352,0.03739186],"genre_scores_gemma":[0.9658725,0.000353122,0.000502812,0.0006681472,0.0002927523,0.0001521458,0.00003665533,0.00002097351,0.0321009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6437973,"threshold_uncertainty_score":0.3286799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962428699639652,"score_gpt":0.2810472577124424,"score_spread":0.2514229707160459,"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."}}