{"id":"W4413526136","doi":"10.1177/19714009251373067","title":"Toward a high-quality evidence base for pediatric stroke intervention","year":2025,"lang":"en","type":"letter","venue":"The Neuroradiology Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Neurotrauma Foundation","funders":"","keywords":"Intervention (counseling); Stroke (engine); Medicine; Quality (philosophy); Base (topology); Physical medicine and rehabilitation; Engineering; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00183146,0.00041244,0.0009067302,0.0004206369,0.000200566,0.00005985715,0.0008178881,0.0005710158,0.0001596986],"category_scores_gemma":[0.002182828,0.0002769254,0.0008050912,0.0001834341,0.0001580647,0.00008739289,0.0002621708,0.004312784,0.00002770341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506374,"about_ca_system_score_gemma":0.0002496914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551697,"about_ca_topic_score_gemma":4.903571e-7,"domain_scores_codex":[0.9965369,0.00087594,0.0009895674,0.0005443472,0.0004461801,0.0006070465],"domain_scores_gemma":[0.9960615,0.001921271,0.0008965627,0.0007515645,0.000275204,0.00009390681],"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":[0.0003963551,0.00003626666,0.001120489,0.0008456917,0.0003777324,0.0006563189,0.00003740236,0.000003650598,0.000231135,0.00001963292,0.9950356,0.001239658],"study_design_scores_gemma":[0.004001719,0.00174317,0.008015621,0.0006731426,0.005210206,0.004817595,0.00005753439,0.00005823993,0.0001840261,0.0005291986,0.9742545,0.0004550119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01939478,0.001767395,0.01284034,0.9595994,0.004517527,0.001247257,0.0001166643,0.00007350565,0.0004430745],"genre_scores_gemma":[0.02416502,0.002278882,0.00137246,0.9201279,0.02640001,0.0001878548,0.0001549853,0.00008461803,0.02522826],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03947154,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08426730593095136,"score_gpt":0.3468831412720654,"score_spread":0.2626158353411141,"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."}}