{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249609,0.0002065995,0.0005839702,0.001844046,0.0005943431,0.0007579059,0.0004988741,0.0005727305,0.001163164],"category_scores_gemma":[0.007360374,0.0003880411,0.0005436194,0.002881518,0.0004175758,0.0007028319,0.0004934752,0.0005397057,0.0002454832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431229,"about_ca_system_score_gemma":0.0008806029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975167,"about_ca_topic_score_gemma":0.003761697,"domain_scores_codex":[0.9967924,0.0008929672,0.000822454,0.0003975524,0.0008548519,0.000239855],"domain_scores_gemma":[0.9889032,0.002511741,0.006277649,0.0004470982,0.00127232,0.0005878537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004079068,0.0000442951,0.9991905,0.00001684171,0.0000212312,0.00005503862,0.0001187911,0.000008129509,0.00001970984,0.000004302325,0.00003214694,0.0004483089],"study_design_scores_gemma":[0.000009724952,0.0003507771,0.9981191,0.00001806315,0.00004141428,0.000487288,0.0006374025,0.0001146839,0.00005281783,0.000006757292,0.0001566391,0.000005313093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988948,0.0002959652,0.00007549348,0.00002920492,0.000003718957,0.0000467156,0.0002731017,0.000002352849,0.0003788107],"genre_scores_gemma":[0.9993292,0.0001429887,0.0000986506,0.00002897928,0.000008645004,0.0000364055,0.0002911956,0.000001244975,0.00006265521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003975167,"threshold_uncertainty_score":0.01320076,"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."}}