{"id":"W4210376878","doi":"10.1161/str.53.suppl_1.tp216","title":"Abstract TP216: Ischemic Stroke In Patients With Cancer Compared To Ischemic Stroke In Patients Without Cancer - A Cohort Study Using Synthetic Data","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Public Health","funders":"","keywords":"Medicine; Cancer; Stroke (engine); Internal medicine; Cohort; Retrospective cohort study; Atrial fibrillation; Logistic regression; Disease; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003842637,0.0004390874,0.0004233041,0.001289755,0.0004286747,0.001222636,0.0006940772,0.0005332553,0.001756736],"category_scores_gemma":[0.01435272,0.0002870691,0.001189531,0.00176511,0.0004038835,0.0005346261,0.0006861986,0.0006450797,0.0003302934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787147,"about_ca_system_score_gemma":0.000641631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077036,"about_ca_topic_score_gemma":0.006491864,"domain_scores_codex":[0.998553,0.0005254499,0.0001903574,0.0004038413,0.0002176392,0.0001098039],"domain_scores_gemma":[0.9867345,0.004841765,0.00354816,0.002803867,0.00128599,0.0007857102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008853863,0.0001270635,0.9923114,0.00004208793,0.0005391598,0.0002075653,0.00008214053,0.002996349,0.0002148529,0.00009716196,0.001049911,0.001446843],"study_design_scores_gemma":[0.0001687245,0.0006138767,0.9564893,0.0000341776,0.0004240262,0.001152541,0.0003582164,0.0381589,0.0006229715,0.0004131507,0.001520961,0.00004321534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878331,0.00008535133,0.0007903334,0.0001144286,0.00001897909,0.00003638823,0.01092301,0.00002340121,0.0001749418],"genre_scores_gemma":[0.9825394,0.00005706373,0.0006955718,0.00002785236,0.00002026436,0.00005283681,0.01645656,0.000007665437,0.0001427867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077036,"threshold_uncertainty_score":0.02141529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707752312997438,"score_gpt":0.3024694066913238,"score_spread":0.2753918835613494,"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."}}