{"id":"W4410008031","doi":"10.1080/08098131.2025.2488752","title":"A qualitative exploration of music therapy practice development in intellectual disability services in Ireland: “The future is the community”","year":2025,"lang":"en","type":"article","venue":"Nordic Journal of Music Therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"University of Limerick","keywords":"Music therapy; Psychology; Qualitative research; Psychotherapist; Medical education; Medicine; Sociology; Social science","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":[0.01639226,0.0005788868,0.0008720613,0.002520768,0.01435301,0.007962202,0.003125989,0.002328948,0.004708138],"category_scores_gemma":[0.01555327,0.0007883958,0.0006611642,0.002473634,0.01992292,0.005149554,0.0113296,0.004181704,0.0005589795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0168267,"about_ca_system_score_gemma":0.0191192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027487,"about_ca_topic_score_gemma":0.03847714,"domain_scores_codex":[0.9787032,0.01541709,0.000571461,0.0008620397,0.001501299,0.002944909],"domain_scores_gemma":[0.9835305,0.01112693,0.001201442,0.0005519484,0.001294633,0.002294629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000231928,0.00003257007,0.0009078184,0.0002050529,0.000002204519,0.0008464006,0.9904694,0.00004070292,0.0003520031,0.002239125,0.0009613287,0.003920332],"study_design_scores_gemma":[0.000003824294,0.00001720826,0.00048895,0.0001918159,0.000001378588,0.000184925,0.9896029,0.00005017923,0.00009470026,0.0002357034,0.009120652,0.00000779167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424856,0.001462442,0.006775474,0.01206524,0.0003653824,0.00138177,0.0004528816,0.00006675915,0.03494453],"genre_scores_gemma":[0.9880845,0.0009428218,0.00300481,0.001521968,0.00005845837,0.0008328193,0.0001113876,0.00005094057,0.005392381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027487,"threshold_uncertainty_score":0.1220868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227982173364744,"score_gpt":0.4276143801678302,"score_spread":0.3048161628313558,"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."}}