{"id":"W3134132076","doi":"10.1097/ieb.0b013e3181f43daf","title":"CUSUM","year":2011,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Reprint; CUSUM; Queen (butterfly); Library science; Optometry; Geography; Computer science; Medicine; Engineering; Operations management; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115863,0.0009364429,0.001019772,0.002030522,0.004290358,0.004826581,0.001392623,0.001540987,0.6951419],"category_scores_gemma":[0.005558398,0.0007622205,0.0007192841,0.002421294,0.001391595,0.001302499,0.002001909,0.001709054,0.2587353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008898434,"about_ca_system_score_gemma":0.02171804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4295992,"about_ca_topic_score_gemma":0.7362068,"domain_scores_codex":[0.9984202,0.0001886997,0.0001111062,0.0003448548,0.0006432323,0.0002918102],"domain_scores_gemma":[0.9934937,0.0007190446,0.0002725194,0.0006339827,0.003253834,0.001626893],"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":[0.0002723835,0.00005475291,0.0030314,0.0003321649,0.00003068642,0.0004618411,0.0003426362,0.00005418762,0.0004140049,0.004959843,0.849511,0.1405351],"study_design_scores_gemma":[0.00003085366,0.00002086083,0.004805893,0.0003214697,0.00001358174,0.0001749348,0.0002961467,0.00002827519,0.0001185325,0.000418907,0.9937578,0.00001268468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004598906,0.02105491,0.0009772725,0.02087451,0.00689684,0.0003077281,0.02339984,0.0009145022,0.9209755],"genre_scores_gemma":[0.007299541,0.007365441,0.0008336516,0.001765284,0.0003195986,0.0001028795,0.002944621,0.000309545,0.9790595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6951419,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.179790399296487,"score_gpt":0.3329684268982792,"score_spread":0.1531780276017922,"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."}}