{"id":"W2171017911","doi":"10.1186/1471-2288-10-86","title":"Prediction of two month modified Rankin Scale with an ordinal prediction model in patients with aneurysmal subarachnoid haemorrhage","year":2010,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; European Commission; Stroke Association","keywords":"Medicine; Modified Rankin Scale; Subarachnoid hemorrhage; Population; Aneurysm; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007296006,0.0007396498,0.0006915547,0.001229643,0.0002745201,0.001071342,0.0006584115,0.0004875026,0.001339425],"category_scores_gemma":[0.01654974,0.000191674,0.0009507653,0.0006084858,0.0003453385,0.0003811872,0.0006498221,0.001123998,0.000259747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005774648,"about_ca_system_score_gemma":0.0008137557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865703,"about_ca_topic_score_gemma":0.001707455,"domain_scores_codex":[0.9984131,0.001105671,0.0000774517,0.0001508476,0.0001235489,0.0001293433],"domain_scores_gemma":[0.9906636,0.00718919,0.0009162939,0.0003595685,0.0005684788,0.0003027319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001300613,0.0005438066,0.8809887,0.00005380514,0.0004107092,0.0001876816,0.00024219,0.09365766,0.0002287376,0.0005669754,0.0009819814,0.02083716],"study_design_scores_gemma":[0.00009511699,0.0008866423,0.1286789,0.00003640503,0.0001656675,0.000128539,0.0001608052,0.8677558,0.0002372297,0.001494662,0.0003232083,0.00003693392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840192,0.0001252893,0.01448875,0.0002837789,0.00003381456,0.00009241129,0.0004087827,0.00005364139,0.0004944031],"genre_scores_gemma":[0.9969131,0.00002857015,0.002557083,0.00001930949,0.00001155402,0.00005303292,0.0003211118,0.000003605574,0.00009265234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007296006,"threshold_uncertainty_score":0.03858548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793386312159443,"score_gpt":0.4081744071228485,"score_spread":0.2288357759069042,"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."}}