{"id":"W2144520689","doi":"10.3822/ijtmb.v7i3.248","title":"Choose Wisely: the Quality of Massage Education in the United States","year":2014,"lang":"en","type":"article","venue":"International Journal of Therapeutic Massage & Bodywork Research Education & Practice","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Massage; Medical education; Vocational education; Medicine; Curriculum; Quality (philosophy); Graduation (instrument); Agency (philosophy); Family medicine; Psychology; Nursing; Alternative medicine; Pedagogy; Engineering; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01540235,0.0001499731,0.0002847245,0.0006607595,0.0001662149,0.0000950432,0.0009013265,0.00002619228,0.0002998465],"category_scores_gemma":[0.008203013,0.0000861053,0.0001305284,0.0007503253,0.000312585,0.0003768971,0.00009687788,0.001106329,0.00001065342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665763,"about_ca_system_score_gemma":0.001367473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123837,"about_ca_topic_score_gemma":0.00005058412,"domain_scores_codex":[0.9928297,0.003262169,0.0009467135,0.0001792432,0.002536838,0.0002453806],"domain_scores_gemma":[0.9856571,0.008303706,0.0009493136,0.0004172028,0.004578609,0.00009407873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006397238,0.01030726,0.1918416,0.0002103997,0.002214334,0.00003204749,0.02647077,0.0001433,0.002859817,0.06074076,0.02938531,0.6693972],"study_design_scores_gemma":[0.001605776,0.0007053112,0.294134,0.0004997742,0.0001529815,0.0002063048,0.07823711,0.0001590735,0.000270204,0.01378117,0.6101336,0.0001147313],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467242,0.002539652,0.001678416,0.2357561,0.001701966,0.0007548187,0.000006373924,0.00000753859,0.01083088],"genre_scores_gemma":[0.9890394,0.002043572,0.0006539664,0.005829421,0.001512581,0.00004102661,0.00004546626,0.00001446238,0.0008201644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6692824,"threshold_uncertainty_score":0.9820365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573953317419443,"score_gpt":0.5503180845626315,"score_spread":0.3929227528206873,"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."}}