{"id":"W7117232879","doi":"10.1002/alz70856_100129","title":"HearCog Trial‐ Findings from FDG‐PET","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Software; Neurology; Intervention (counseling); Neuroimaging","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":[0.005287139,0.0007504573,0.002179013,0.0003596004,0.0002912462,0.002278484,0.0006564642,0.001617907,0.005899016],"category_scores_gemma":[0.007534511,0.0002558088,0.001356068,0.0007875436,0.0005662218,0.0008681584,0.0004057509,0.001307821,0.001080296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684977,"about_ca_system_score_gemma":0.0005878888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008435003,"about_ca_topic_score_gemma":0.001335541,"domain_scores_codex":[0.9963269,0.001862039,0.0003136049,0.0006960468,0.000524033,0.0002774424],"domain_scores_gemma":[0.9950203,0.002551686,0.001102511,0.0005274002,0.0004998005,0.0002982947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6869174,0.0008280065,0.1225674,0.009859682,0.02057437,0.001788064,0.0002851647,0.001273221,0.01213169,0.002325704,0.02548743,0.1159619],"study_design_scores_gemma":[0.1704161,0.04142777,0.6332474,0.002304955,0.03803688,0.004314545,0.0004890152,0.001990223,0.007199437,0.006483101,0.09381194,0.0002786439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8390424,0.09741741,0.001846894,0.004546943,0.001468732,0.001103131,0.02103763,0.0002530365,0.03328385],"genre_scores_gemma":[0.9818107,0.003203025,0.000519192,0.002588425,0.0008748374,0.0007928187,0.006910592,0.00009160343,0.0032088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005899016,"threshold_uncertainty_score":0.02796143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411802892347842,"score_gpt":0.313240540042068,"score_spread":0.2691225111185895,"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."}}