{"id":"W2046027246","doi":"10.1159/000353130","title":"Early Anticipation of Candidacy for Intra-Arterial Reperfusion Therapy Based on Baseline Clinical Stroke Subtypes: Comparison with Multiparametric MRI Taken within 4.5 Hours from Stroke Onset","year":2013,"lang":"en","type":"article","venue":"Cerebrovascular Diseases Extra","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Candidacy; Stroke (engine); Anticipation (artificial intelligence); Cardiology; Internal medicine; Baseline (sea)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008391496,0.000312175,0.0003608053,0.0008053404,0.0002015721,0.000717083,0.0002606798,0.0004599715,0.0009011363],"category_scores_gemma":[0.003331287,0.0001683826,0.0003003425,0.000505503,0.0002413354,0.0005265009,0.0004007465,0.0003847054,0.0002425606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171035,"about_ca_system_score_gemma":0.000219911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191642,"about_ca_topic_score_gemma":0.002087145,"domain_scores_codex":[0.9995717,0.0001039511,0.00007660883,0.00008545109,0.00007758996,0.00008461148],"domain_scores_gemma":[0.9967499,0.0006743831,0.001781229,0.0001242324,0.0002318178,0.0004384369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000714517,0.00003116764,0.9973807,0.000007669013,0.00002789192,0.00007435038,0.00003180283,0.00004939365,0.000244911,0.000006104809,0.00003064679,0.001400867],"study_design_scores_gemma":[0.000007994789,0.0002140122,0.9991065,0.000004975206,0.00001837283,0.0002603826,0.00006002163,0.0002025577,0.00006914445,0.00001126561,0.0000407708,0.000004042585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992162,0.0001589583,0.00008167272,0.00001660127,0.000006333617,0.000008129608,0.00009455102,0.000002027622,0.0004155823],"genre_scores_gemma":[0.9995639,0.00006167695,0.00007580804,0.000007800748,0.00001204379,0.000006235225,0.0002143226,9.813406e-7,0.0000572495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001191642,"threshold_uncertainty_score":0.004437864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643268264535675,"score_gpt":0.2986043706258243,"score_spread":0.2721716879804676,"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."}}