{"id":"W2059001281","doi":"10.1001/jamaneurol.2013.1144","title":"Scores of Scores","year":2012,"lang":"en","type":"letter","venue":"JAMA Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Stroke (engine); Atrial fibrillation; Aphasia; Level of consciousness; Internal medicine; Physical therapy; Anesthesia; Psychiatry","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":[0.002059287,0.001217917,0.0006034267,0.003000461,0.0006594968,0.002725099,0.0009637194,0.0006553099,0.07756002],"category_scores_gemma":[0.01162428,0.000198194,0.0009633091,0.002643635,0.0007342537,0.001467252,0.002648122,0.0008243553,0.02805512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152635,"about_ca_system_score_gemma":0.00161399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886653,"about_ca_topic_score_gemma":0.006945919,"domain_scores_codex":[0.9965428,0.0006893997,0.0004676404,0.0003663777,0.001486294,0.000447598],"domain_scores_gemma":[0.9958002,0.0005749203,0.0006218366,0.0004821888,0.002055444,0.0004654941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007738583,0.0003465985,0.2527363,0.0004020515,0.0003118084,0.0001751712,0.0009653766,0.000784173,0.0006562817,0.01209732,0.2746792,0.4560719],"study_design_scores_gemma":[0.0003475446,0.0008190257,0.458003,0.0006533477,0.0002379951,0.001226616,0.00242757,0.002557632,0.001402974,0.02723279,0.5049133,0.0001781914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2434675,0.001494555,0.02889944,0.004857002,0.001910439,0.00353839,0.07598042,0.003124194,0.6367281],"genre_scores_gemma":[0.7364297,0.00207527,0.04006051,0.002207029,0.0007481683,0.004039244,0.07611635,0.0005787459,0.137745],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07756002,"threshold_uncertainty_score":0.2594641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146860384974189,"score_gpt":0.2416780288084659,"score_spread":0.226991990311047,"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."}}