{"id":"W2896690691","doi":"10.1161/str.49.suppl_1.tp198","title":"Abstract TP198: Risk of 30-day Hospital Readmission: Does Ischemic Stroke Subtype Matter?","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College","funders":"","keywords":"Medicine; Stroke (engine); Etiology; Internal medicine; Sequela; Proportional hazards model; Ischemic stroke; Disease; Medical record; Pediatrics; Emergency medicine; Surgery; Ischemia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006034335,0.0002385645,0.0002697295,0.0006016243,0.000226424,0.0005756862,0.0004187496,0.0003552337,0.006949516],"category_scores_gemma":[0.004413969,0.0001290619,0.0006636429,0.0009862501,0.0002225322,0.0004088493,0.0002857418,0.000479366,0.0005937231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458346,"about_ca_system_score_gemma":0.0005215841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151255,"about_ca_topic_score_gemma":0.00952761,"domain_scores_codex":[0.9997222,0.00007930021,0.00004023893,0.00005180636,0.00005324239,0.00005309808],"domain_scores_gemma":[0.9980825,0.0004800294,0.0008783715,0.00006041846,0.0001963873,0.0003022704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000196951,0.00001373447,0.9971944,0.00003141326,0.00007106008,0.00009377176,0.00002336417,0.00006427542,0.00004842384,0.00001553274,0.0005214602,0.001725463],"study_design_scores_gemma":[0.000006511081,0.00003977684,0.9993653,0.00002027149,0.00003673914,0.0001148125,0.00006247631,0.0001933853,0.00001506962,0.00003098142,0.0001129723,0.000001769216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993739,0.001234344,0.0001373916,0.0004365442,0.00005941983,0.00001377919,0.002248565,0.000008102817,0.002122863],"genre_scores_gemma":[0.9979778,0.0003196404,0.0000641892,0.00004239807,0.00006395364,0.000007679081,0.001057982,0.000003581684,0.0004627258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151255,"threshold_uncertainty_score":0.02324843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00732862909507352,"score_gpt":0.2493554168237255,"score_spread":0.242026787728652,"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."}}