{"id":"W2157028792","doi":"10.1016/j.ctim.2005.05.001","title":"Complementary and alternative medicine whole systems research: Beyond identification of inadequacies of the RCT","year":2005,"lang":"en","type":"article","venue":"Complementary Therapies in Medicine","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Saskatchewan; University of Calgary","funders":"","keywords":"Naturopathy; Medicine; Modalities; Context (archaeology); Psychological intervention; Randomized controlled trial; Identification (biology); Management science; Intervention (counseling); Integrative medicine; Process (computing); Alternative medicine; Risk analysis (engineering); Computer science; Nursing","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":[0.7358122,0.003657271,0.01194091,0.01170985,0.004764624,0.01130882,0.008991188,0.008430917,0.009655122],"category_scores_gemma":[0.8758717,0.0038766,0.006002204,0.00872549,0.02840905,0.02999163,0.01166375,0.007160026,0.001297403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095779,"about_ca_system_score_gemma":0.02409199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005498886,"about_ca_topic_score_gemma":0.008297847,"domain_scores_codex":[0.2057199,0.71215,0.03985355,0.01245121,0.02853496,0.001290422],"domain_scores_gemma":[0.03090207,0.9212751,0.01145584,0.02098229,0.01454349,0.0008411888],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009130987,0.001561202,0.06599525,0.1373149,0.06351084,0.0005103803,0.01646658,0.003282272,0.001197224,0.2605014,0.02680947,0.4137195],"study_design_scores_gemma":[0.01022816,0.006190918,0.0288138,0.2069677,0.0413377,0.001058955,0.01357473,0.01310464,0.00368978,0.5854241,0.08890961,0.0006999057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05408601,0.4228881,0.178196,0.2756053,0.01726804,0.01464681,0.002829586,0.0005588665,0.03392141],"genre_scores_gemma":[0.6767665,0.06495617,0.1565997,0.07289458,0.009694248,0.0156311,0.001067866,0.0003692308,0.002020743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2641878,"threshold_uncertainty_score":0.3257906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607617344205331,"score_gpt":0.4256444356851283,"score_spread":0.2648827012645952,"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."}}