{"id":"W4415722926","doi":"10.1177/27536130251384199","title":"Reporting Guidelines for Music-Based Interventions: An Update and Validation Study: Secondary publication","year":2025,"lang":"en","type":"article","venue":"Global Advances in Integrative Medicine and Health","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Walther Cancer Foundation","keywords":"Conjunction (astronomy); MEDLINE; Rigour; Data collection; Scientific publishing","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5647821,0.001901455,0.004594847,0.02287192,0.004231481,0.008776437,0.007091202,0.004110226,0.006687017],"category_scores_gemma":[0.7441821,0.003201379,0.008856894,0.02200337,0.004215658,0.009452746,0.008102015,0.006765309,0.005214142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161736,"about_ca_system_score_gemma":0.07176425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005097049,"about_ca_topic_score_gemma":0.004534765,"domain_scores_codex":[0.2713061,0.3620233,0.2816091,0.007644731,0.07377318,0.003643689],"domain_scores_gemma":[0.1278501,0.3142163,0.1414014,0.093421,0.3186909,0.004420312],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00246827,0.001562463,0.04620426,0.1522303,0.001951556,0.0004439653,0.01972073,0.0009647154,0.002276185,0.009897289,0.1843617,0.5779186],"study_design_scores_gemma":[0.005410777,0.003013813,0.1147552,0.2615365,0.004200504,0.001222945,0.01189082,0.003635115,0.008585026,0.008936393,0.5759325,0.000880478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.05422907,0.05166674,0.2673303,0.04832854,0.02127873,0.4716046,0.04838447,0.005051662,0.03212585],"genre_scores_gemma":[0.07053311,0.02108817,0.2472106,0.006791462,0.001311444,0.6338117,0.01523943,0.0009542527,0.003059866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4352179,"threshold_uncertainty_score":0.5367012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2942776442540181,"score_gpt":0.5874165368679019,"score_spread":0.2931388926138837,"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."}}