{"id":"W3182908879","doi":"10.1161/strokeaha.120.032935","title":"Prediction of Outcome and Endovascular Treatment Benefit: Validation and Update of the MR PREDICTS Decision Tool","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Interquartile range; Modified Rankin Scale; Concordance; Randomized controlled trial; Stroke (engine); Clinical trial; Observational study; Randomization; Internal medicine; Physical therapy; Ischemic stroke; 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":[0.07216369,0.001310409,0.001823986,0.002460473,0.0003798315,0.002446748,0.00196765,0.0009538925,0.001034101],"category_scores_gemma":[0.1520376,0.0005984682,0.002004263,0.002006053,0.001071656,0.001219878,0.002231213,0.001741615,0.0003752849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009383181,"about_ca_system_score_gemma":0.002313056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155287,"about_ca_topic_score_gemma":0.001891254,"domain_scores_codex":[0.9480563,0.03943364,0.00272207,0.004253931,0.004787007,0.0007471864],"domain_scores_gemma":[0.8040984,0.1527569,0.01884535,0.01441267,0.008230229,0.001656467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00376095,0.0004347492,0.900596,0.0003102231,0.003092765,0.0001472478,0.0002939302,0.02890479,0.000240785,0.001547299,0.00308387,0.05758729],"study_design_scores_gemma":[0.00148261,0.002397406,0.5271606,0.0003197896,0.002222908,0.0008840784,0.0002152656,0.4529062,0.001541475,0.006061912,0.004633879,0.0001740122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576703,0.001664426,0.03198905,0.001660801,0.0001253252,0.0003197746,0.003836561,0.0002803449,0.0024532],"genre_scores_gemma":[0.9871708,0.0001923924,0.0101365,0.0001543902,0.00009319766,0.0001322828,0.001984366,0.00002969733,0.0001063642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07216369,"threshold_uncertainty_score":0.3816426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082096327890762,"score_gpt":0.2529480891333691,"score_spread":0.2321271258544615,"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."}}