{"id":"W7132865963","doi":"","title":"The Genetic Architecture of Active Music Engagement and its Relationship to Neurobiological Function and Health","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mendelian randomization; Genetic architecture; Heritability; Singing; Association (psychology); Trait; Mood; Genome-wide association study","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":[0.000580493,0.0004611925,0.0002763175,0.0007941217,0.0005858883,0.0009175669,0.0003242738,0.0006128597,0.003366147],"category_scores_gemma":[0.001704098,0.0003108913,0.0006157931,0.0008679682,0.0005372475,0.0003822436,0.0008467831,0.0006551672,0.0002481835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004497075,"about_ca_system_score_gemma":0.0004742811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005751446,"about_ca_topic_score_gemma":0.007700503,"domain_scores_codex":[0.9995946,0.00008041915,0.00002898883,0.0001802677,0.00006330668,0.00005248213],"domain_scores_gemma":[0.9995778,0.0001584642,0.0001486956,0.00004194385,0.00003231932,0.00004075111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012756,0.0002646082,0.8733222,0.0004477852,0.00202706,0.0019107,0.002986734,0.001737269,0.03432288,0.0145371,0.003766625,0.06366426],"study_design_scores_gemma":[0.00002662212,0.0001556348,0.9859034,0.0001560533,0.0004095015,0.0008679656,0.0004916387,0.001221549,0.00113042,0.007158941,0.002452697,0.00002560282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841555,0.003732117,0.004720746,0.001513229,0.0000697824,0.00005964003,0.001328285,0.00005344523,0.004367219],"genre_scores_gemma":[0.9887192,0.002984874,0.004959282,0.0002576655,0.0000672051,0.00007984106,0.000697519,0.00002973923,0.00220474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005751446,"threshold_uncertainty_score":0.01143593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217440879099646,"score_gpt":0.3732123941185064,"score_spread":0.2514683062085418,"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."}}