{"id":"W4318559847","doi":"10.47513/mmd.v15i1.900","title":"Better Together: Interprofessional Collaborations between Music Educators and Music Therapists","year":2023,"lang":"en","type":"article","venue":"Music and Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Music therapy; Interprofessional education; Psychology; Pedagogy; Medicine; Political science; Health care; Psychotherapist","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005953641,0.0002089238,0.0003710025,0.000248013,0.0003151281,0.00001383011,0.000111978,0.0001616487,0.006640041],"category_scores_gemma":[0.00002740318,0.0001531721,0.00002808338,0.0005486679,0.000362762,0.00005923856,0.00005527826,0.0002960323,0.0001247198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002384419,"about_ca_system_score_gemma":0.0001139018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003804166,"about_ca_topic_score_gemma":0.0003357602,"domain_scores_codex":[0.9984928,0.0001738049,0.0003397689,0.000411776,0.0001949007,0.0003869411],"domain_scores_gemma":[0.9989561,0.0003405115,0.0001004081,0.0002986072,0.00004939664,0.0002549924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001486505,0.0001274407,0.04433641,0.0001016196,0.0001909186,0.00002877609,0.1125399,6.440163e-8,0.0007524224,0.008442363,0.6003495,0.2329819],"study_design_scores_gemma":[0.004379141,0.0005862545,0.6050424,0.0003319405,0.00009268527,0.00002552301,0.02296755,0.00001102845,0.00001112065,0.006402559,0.3598007,0.0003491605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678078,0.00133851,0.00008055557,0.02249421,0.002627265,0.0003736284,0.00003054807,0.000121941,0.005125563],"genre_scores_gemma":[0.9740452,0.0001349621,0.00006081822,0.01769776,0.002759879,0.00008082121,0.00009766463,0.0000350366,0.005087842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.560706,"threshold_uncertainty_score":0.994268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08643562788070996,"score_gpt":0.3881543029916891,"score_spread":0.3017186751109791,"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."}}