{"id":"W2124675680","doi":"10.1161/circulationaha.110.983353","title":"IScore","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; University Health Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003343978,0.0000348536,0.00004921931,0.000034211,0.00001291026,0.000001736705,0.00001959905,0.00002242304,0.0004762666],"category_scores_gemma":[0.00001447274,0.00003215664,0.00002458023,0.00005466807,0.00001125457,0.00003414889,0.00001151255,0.00003024826,0.0001828077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706989,"about_ca_system_score_gemma":0.000006859432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008019426,"about_ca_topic_score_gemma":2.110639e-7,"domain_scores_codex":[0.9997113,0.000002953317,0.00006604691,0.00008125291,0.00007762879,0.00006079033],"domain_scores_gemma":[0.9997896,0.000002418342,0.00002138482,0.0001383234,0.00002080639,0.00002748103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003407669,0.00006290015,0.9509476,0.00003834002,0.00005360702,0.00002615465,0.0007921681,0.000002661401,0.01317269,0.002242285,0.0152533,0.01737424],"study_design_scores_gemma":[0.0002927352,0.00001169668,0.9900516,0.00001250737,0.00004467908,0.00001370882,0.00005317549,0.0003917071,0.002608484,0.0001236781,0.00635829,0.00003772791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6726844,0.00002569137,0.0057763,0.00008858966,0.00006960735,0.0001251845,2.536253e-7,0.00005346784,0.3211765],"genre_scores_gemma":[0.9973474,0.000001588553,0.001785857,0.0002652042,0.00006748449,0.000005343052,0.00001343316,0.000006443881,0.0005072705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324663,"threshold_uncertainty_score":0.5214786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894385621968696,"score_gpt":0.2572856956478671,"score_spread":0.2083418394281802,"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."}}