{"id":"W1578585216","doi":"10.1161/str.46.suppl_1.wp16","title":"Abstract W P16: Comparing Outcome Prediction Scoring Systems in the Interventional Management of Stroke (IMS) III Trial: No Clear Winner","year":2015,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Internal medicine; Scoring system; Area under the curve; Outcome (game theory); Surgery; Myocardial infarction","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":[0.007274287,0.0009928908,0.002230252,0.0003033578,0.0002993985,0.001675775,0.00090774,0.0008134461,0.00370508],"category_scores_gemma":[0.006658083,0.0002436179,0.002450166,0.0003879189,0.0004456445,0.0007952095,0.0007449807,0.001387218,0.0007548227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375967,"about_ca_system_score_gemma":0.0008113405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006076655,"about_ca_topic_score_gemma":0.0009181949,"domain_scores_codex":[0.9981455,0.001137782,0.0001627329,0.0002186732,0.000218026,0.0001173119],"domain_scores_gemma":[0.997704,0.0007823043,0.0006140502,0.000292568,0.0002411699,0.000365965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7361472,0.001683906,0.1650461,0.002166726,0.01663833,0.00007415911,0.0001438731,0.002051499,0.002296005,0.0008385592,0.01597954,0.05693408],"study_design_scores_gemma":[0.3558882,0.07386734,0.5069039,0.001633313,0.02670737,0.0003222753,0.0003786459,0.01591212,0.002927073,0.004258662,0.01098701,0.0002141593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722645,0.006706894,0.002045245,0.002535051,0.0005610063,0.001784668,0.009592351,0.0001176259,0.004392739],"genre_scores_gemma":[0.9804195,0.001076501,0.002397567,0.0011259,0.000613994,0.002343545,0.01018874,0.00006293964,0.001771534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007274287,"threshold_uncertainty_score":0.03847057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07552117093078987,"score_gpt":0.3188931371743514,"score_spread":0.2433719662435616,"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."}}