{"id":"W4395079371","doi":"10.1111/jnp.12369","title":"Validating the OCS‐Plus against a clinical standard: A brief report","year":2024,"lang":"en","type":"article","venue":"Journal of Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Stroke Association; National Institute for Health and Care Research","keywords":"Stroke (engine); Montreal Cognitive Assessment; Convergent validity; Psychology; Cognitive impairment; Medicine; Cognition; Physical therapy; Psychometrics; Clinical psychology; 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":[0.03851075,0.0005971725,0.0008072216,0.002088408,0.0007743366,0.001646325,0.000743749,0.0009756957,0.0007226834],"category_scores_gemma":[0.08702819,0.000351409,0.000937458,0.001092935,0.001038517,0.001261321,0.001513912,0.0006635683,0.0004396057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009316111,"about_ca_system_score_gemma":0.001705021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00308584,"about_ca_topic_score_gemma":0.004232148,"domain_scores_codex":[0.9673441,0.01464933,0.005363836,0.001528101,0.01046283,0.0006518288],"domain_scores_gemma":[0.9243826,0.03904377,0.009000014,0.004764806,0.02182722,0.0009814699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227471,0.0005928488,0.940001,0.0003633113,0.0003883526,0.0001064722,0.001243701,0.0004495892,0.001907066,0.0003154383,0.0009008276,0.05250398],"study_design_scores_gemma":[0.0001583239,0.005048997,0.9817092,0.0003092647,0.0003140133,0.001089712,0.001309437,0.003049982,0.002642622,0.0002538278,0.004056699,0.00005795304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888775,0.001347171,0.003290839,0.0002423636,0.0001994617,0.0008778736,0.0004831704,0.00004732551,0.004634377],"genre_scores_gemma":[0.9915512,0.0004192609,0.005999079,0.0001975343,0.00008584793,0.0004196464,0.0008769555,0.0000103862,0.0004401536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03851075,"threshold_uncertainty_score":0.2036667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06225225903602334,"score_gpt":0.4619125023759639,"score_spread":0.3996602433399405,"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."}}