{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007835511,0.0001137237,0.0001727369,0.001522249,0.0008444819,0.002184406,0.0006097601,0.0003940978,0.002733628],"category_scores_gemma":[0.03083668,0.0001127709,0.0002025483,0.001721179,0.0008559842,0.001120333,0.001451887,0.0006275157,0.0001181991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004085541,"about_ca_system_score_gemma":0.006718886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0465359,"about_ca_topic_score_gemma":0.08501798,"domain_scores_codex":[0.9940299,0.002462233,0.0003664247,0.000244024,0.002444892,0.0004525933],"domain_scores_gemma":[0.9713948,0.006032855,0.01104811,0.0008203333,0.007191979,0.00351199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008186145,0.0002412418,0.9188619,0.000129915,0.00005561205,0.00003061618,0.001912534,0.0002905228,0.000160563,0.0007523381,0.00363456,0.07384834],"study_design_scores_gemma":[0.00001016559,0.0001612541,0.9904846,0.0001777485,0.0000210864,0.00003067968,0.00426748,0.0003551988,0.0002194296,0.0003047565,0.00395862,0.000009076198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784595,0.001207995,0.0005412599,0.007031214,0.00006310405,0.00009567316,0.000732224,0.00003505192,0.01183395],"genre_scores_gemma":[0.9977223,0.0003442563,0.000680868,0.0004127626,0.00001524674,0.00002440746,0.0002879086,0.000004779211,0.000507491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0465359,"threshold_uncertainty_score":0.09253007,"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."}}