{"id":"W4385583872","doi":"10.14740/cr1500","title":"Evaluation of Physicians’ Compliance With Secondary Prevention Among Ischemic Stroke Patients: A Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Medicine; Stroke (engine); Guideline; Secondary prevention; Retrospective cohort study; Medical record; Emergency medicine; Ischemic stroke; Physical therapy; Internal medicine; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004212943,0.0001245585,0.0005144897,0.0003300297,0.00008956938,0.000006634067,0.0001629284,0.00008088681,0.00004721898],"category_scores_gemma":[0.0005115083,0.0001074161,0.00008867123,0.0008445331,0.0003867496,0.00008441634,0.0002102881,0.0005271741,0.00005781422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003909458,"about_ca_system_score_gemma":0.0001958492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001867459,"about_ca_topic_score_gemma":0.000008365462,"domain_scores_codex":[0.9964561,0.0007050771,0.0002456438,0.0004723071,0.001731146,0.0003897287],"domain_scores_gemma":[0.9968848,0.00008569409,0.0001028966,0.0005557658,0.002325998,0.00004489299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002408133,0.0002043191,0.9405906,0.00006748358,0.001035354,0.00002278094,0.000460069,0.0000465724,0.00300971,0.000003790869,0.0449733,0.009345233],"study_design_scores_gemma":[0.004002069,0.002030972,0.9877646,0.0001288259,0.0003835713,0.000002908879,0.00366078,0.0004529153,0.001023671,0.00002413856,0.000442735,0.00008280048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449122,0.00007239328,0.00006750941,0.00009695467,0.00007400214,0.002616814,0.00002512139,0.00005251941,0.05208248],"genre_scores_gemma":[0.9969553,0.00001389502,0.00005000949,0.00001204063,0.0001230783,0.0004795466,0.0001219985,0.00002387333,0.002220214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05204313,"threshold_uncertainty_score":0.4380301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196597361040506,"score_gpt":0.4147216849991142,"score_spread":0.2950619488950637,"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."}}