{"id":"W2787229597","doi":"10.47513/mmd.v10i1.568","title":"Using music and medicine research to inform music psychotherapy practice","year":2018,"lang":"en","type":"article","venue":"Music and Medicine","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Music therapy; Psychology; Psychotherapist; Foundation (evidence); Key (lock); Musicology; Power (physics); Music psychology; Music and emotion; Music history; Music education; Pedagogy; Computer science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996534,0.0002442419,0.0003401495,0.0005692811,0.001009974,0.0000536461,0.0002717572,0.00009542473,0.001037257],"category_scores_gemma":[0.002081799,0.000173503,0.00001862352,0.001764558,0.002725209,0.0005863275,0.0001096213,0.0003775825,0.0000664795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004812157,"about_ca_system_score_gemma":0.00009041428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752586,"about_ca_topic_score_gemma":0.0001563603,"domain_scores_codex":[0.996874,0.0002041001,0.0003793619,0.0008322536,0.001051675,0.0006586343],"domain_scores_gemma":[0.9981502,0.0005289348,0.0001133768,0.0004791036,0.0002478028,0.0004805943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001783654,0.00004657003,0.00002465444,0.0000244919,0.000002475911,0.0000312363,0.01627149,3.316648e-7,0.8942913,0.002980568,0.0315697,0.05457875],"study_design_scores_gemma":[0.003954693,0.005628321,0.005114595,0.0006513713,0.00006941312,0.0009225691,0.006629205,0.0009138483,0.00781573,0.004851812,0.9629298,0.000518676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506032,0.0001300189,0.001198063,0.02084853,0.001800256,0.0007062828,0.000002720319,0.00007905669,0.02463182],"genre_scores_gemma":[0.9216844,0.000747381,0.00042617,0.07279073,0.002857728,0.00002181074,0.0000013097,0.00003083816,0.001439663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9313601,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3886255752037808,"score_gpt":0.4897311739286359,"score_spread":0.1011055987248551,"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."}}