{"id":"W1965806893","doi":"10.1016/j.seizure.2014.09.017","title":"The standardization debate: A conflation trap in critical care electroencephalography","year":2014,"lang":"en","type":"review","venue":"Seizure","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Conflation; Terminology; Standardization; Confusion; Critically ill; Electroencephalography; Set (abstract data type); Intensive care unit; Protocol (science); Computer science; Epistemology; Psychology; Medicine; Intensive care medicine; Psychiatry; Philosophy; Alternative medicine; Pathology; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01703292,0.0008829483,0.003431386,0.005468792,0.0008062234,0.004199001,0.002496987,0.004497024,0.003830152],"category_scores_gemma":[0.04313942,0.0006208002,0.001358098,0.005888464,0.005837799,0.007761359,0.003171548,0.008217419,0.0009055402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891755,"about_ca_system_score_gemma":0.009220929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870342,"about_ca_topic_score_gemma":0.009915978,"domain_scores_codex":[0.9947437,0.00246551,0.0009402557,0.000470923,0.001219954,0.000159691],"domain_scores_gemma":[0.9342812,0.05708013,0.00225948,0.0009445762,0.004863581,0.0005710298],"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":[0.0001019403,0.00003468924,0.0004484759,0.0432666,0.0003651129,0.0001622857,0.0006038864,0.0002839648,0.000185564,0.02926668,0.0636918,0.8615889],"study_design_scores_gemma":[0.00006739227,0.00006495939,0.001682742,0.09328011,0.000660443,0.0008486887,0.0008208481,0.0002202474,0.0001614376,0.02879424,0.8733245,0.00007438304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005737589,0.991256,0.0002144476,0.007495237,0.0005203551,0.000003181686,0.0000133706,0.000004321043,0.000435716],"genre_scores_gemma":[0.002053524,0.9879429,0.0006356551,0.007511995,0.001616734,0.00001332895,0.00002647014,0.000006661707,0.000192747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01703292,"threshold_uncertainty_score":0.09007978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102723312221472,"score_gpt":0.4338374557048836,"score_spread":0.3928102225826688,"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."}}