{"id":"W6993128287","doi":"","title":"A network approach to subjective cognitive decline: Exploring multivariate relationships between cognitive variables across Alzheimer’s disease risk states","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Multivariate statistics; Multivariate analysis; Disease; Code (set theory); Cognitive aging","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0160071,0.002423545,0.002371008,0.001064839,0.0009706262,0.0009753234,0.002306679,0.001331273,0.09178989],"category_scores_gemma":[0.02245004,0.002764819,0.0008518061,0.002495823,0.0008354582,0.0007528957,0.008287317,0.004820349,0.924239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008426509,"about_ca_system_score_gemma":0.0007308291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004307013,"about_ca_topic_score_gemma":0.0005802251,"domain_scores_codex":[0.9771722,0.006486414,0.002016266,0.009936438,0.001745998,0.002642665],"domain_scores_gemma":[0.9832451,0.006722199,0.001925822,0.005069398,0.0008814467,0.002156065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008094412,0.003595742,0.4671297,0.001689679,0.03272932,0.0004823779,0.05434382,0.02242662,0.00002794149,0.002417187,0.3931065,0.01395671],"study_design_scores_gemma":[0.01058897,0.00002751593,0.5302331,0.02221576,0.03371816,0.0000599047,0.01790381,0.004499668,0.0006134228,0.08980208,0.2766778,0.01365987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01157994,0.0001671005,0.03458002,0.00005275988,0.001121424,0.01159861,0.02358779,0.003341007,0.9139714],"genre_scores_gemma":[0.2439832,0.0004114177,0.008968051,0.0001314042,0.002666111,0.01355662,0.004529617,0.006528409,0.7192252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8324492,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08333288371734021,"score_gpt":0.3233296539713154,"score_spread":0.2399967702539752,"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."}}