{"id":"W4328052033","doi":"10.1089/jicm.2022.0665","title":"Naturopathic Workforce: A Global Resource Toward the <i>Declaration of Astana</i> Goals—A Multimethods Study","year":2023,"lang":"en","type":"article","venue":"Journal of Integrative and Complementary Medicine","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Declaration; Workforce; Naturopathy; Resource (disambiguation); Business; Political science; Medicine; Alternative medicine; Computer science; Law","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":[0.00716653,0.0002842297,0.0003504642,0.003698403,0.001964357,0.00302597,0.001064398,0.00110292,0.0052607],"category_scores_gemma":[0.007612441,0.0004995198,0.0005836867,0.00575041,0.001292069,0.004215664,0.003920501,0.00114287,0.0009947205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956929,"about_ca_system_score_gemma":0.006724553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184484,"about_ca_topic_score_gemma":0.01720787,"domain_scores_codex":[0.9968947,0.001279445,0.0002493695,0.0003256581,0.0006105368,0.0006402253],"domain_scores_gemma":[0.9949836,0.001553892,0.001780827,0.0003195101,0.0008738273,0.0004883295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008226634,0.0006424245,0.8804135,0.0008544035,0.00004198585,0.0003259245,0.07588022,0.0001080435,0.0002656773,0.002607157,0.005628772,0.03314964],"study_design_scores_gemma":[0.00002775106,0.0003557312,0.7103758,0.001375547,0.00004718467,0.0003627803,0.2640758,0.0003232437,0.0002383013,0.0009284287,0.02186044,0.00002902445],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882773,0.001531556,0.0007604156,0.002188369,0.0000422515,0.0006510218,0.001561553,0.000009300696,0.004978289],"genre_scores_gemma":[0.9892157,0.001621592,0.002458258,0.001624867,0.00004627234,0.001669418,0.001347126,0.00001247971,0.002004188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184484,"threshold_uncertainty_score":0.03790069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226282428040054,"score_gpt":0.4243332895210474,"score_spread":0.301705046717042,"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."}}