{"id":"W3179812470","doi":"10.1101/2021.07.02.450867","title":"Longitudinal Changes in Auditory and Reward Systems Following Receptive Music-Based Intervention in Older Adults","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"GRAMMY Foundation; National Institutes of Health; National Science Foundation","keywords":"Psychology; Active listening; Prefrontal cortex; Novelty; Cognitive psychology; Cognition; Neuroscience; Communication; Social psychology","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":[0.0002155703,0.0001774547,0.0002188017,0.0002649929,0.000199837,0.0002152326,0.0001251611,0.0003029136,0.001396307],"category_scores_gemma":[0.0008794613,0.00008404932,0.0001316745,0.0001330724,0.0001007972,0.0002236461,0.0002224832,0.0002782588,0.0001844517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250701,"about_ca_system_score_gemma":0.00007985609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617146,"about_ca_topic_score_gemma":0.004256044,"domain_scores_codex":[0.9999408,0.000008805609,0.000005019457,0.00002108218,0.00001320009,0.00001117505],"domain_scores_gemma":[0.9996912,0.00003390687,0.0001069978,0.00001863568,0.00006611834,0.00008310857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003426441,0.001545889,0.8504311,0.0001798343,0.0002532285,0.0005992023,0.001926676,0.000259308,0.07756583,0.00008056649,0.0006957839,0.06303617],"study_design_scores_gemma":[0.000009424598,0.000493876,0.9985019,0.0000035507,0.00001936642,0.00008088866,0.0001172495,0.00008800308,0.0005618788,0.00002706657,0.00009372857,0.0000031274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994955,0.00007252133,0.00009836148,0.00001988417,0.000002117354,0.000009476574,0.0001006534,0.000005556006,0.0001958862],"genre_scores_gemma":[0.9991541,0.00004834985,0.0001987424,0.00002064409,0.000004863934,0.00001977758,0.0001528572,0.000001779339,0.0003988619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617146,"threshold_uncertainty_score":0.004671097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837367514958422,"score_gpt":0.2500657865550711,"score_spread":0.2216921114054868,"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."}}