{"id":"W7010332795","doi":"","title":"The plan score","year":2018,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cohort; Atrial fibrillation; Level of consciousness; Heart failure; Weakness; Aphasia; Neglect; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681101,0.000207033,0.0003224566,0.0004036373,0.0002392017,0.00001771758,0.0006953612,0.0002721326,0.000080893],"category_scores_gemma":[0.000512842,0.0001442522,0.000101028,0.0008063859,0.002026252,0.000131337,0.0003776395,0.0003624935,0.0002538541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007757997,"about_ca_system_score_gemma":0.0001208818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000255061,"about_ca_topic_score_gemma":0.000054062,"domain_scores_codex":[0.998468,0.000006870363,0.0004295467,0.0003586661,0.000326771,0.0004101115],"domain_scores_gemma":[0.9982786,0.0000262493,0.0002067373,0.001178033,0.00023478,0.00007559689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003787483,0.0002753963,0.02519684,0.0001423852,0.0007253473,0.0001936112,0.0001328239,0.000002554748,0.03690914,0.1365974,0.7055895,0.09385625],"study_design_scores_gemma":[0.001095759,0.0003970554,0.001146219,0.0001448678,0.0001070854,0.0001009776,0.000201872,0.00009610205,0.07782324,0.0009124269,0.9178309,0.0001434589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795246,0.0005601425,0.0008137561,0.02730929,0.001875666,0.0006904351,0.00001208613,0.0005646141,0.08864938],"genre_scores_gemma":[0.9885192,0.00014196,0.006843757,0.0005251905,0.0004269383,0.00005479813,0.00001762174,0.00002670755,0.003443824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2122414,"threshold_uncertainty_score":0.7465811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116013140153476,"score_gpt":0.26239886482693,"score_spread":0.2412387334253952,"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."}}