{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003200679,0.0003164841,0.001047365,0.0006567612,0.0002473568,0.000005266662,0.0005136342,0.00002178382,0.0009506751],"category_scores_gemma":[0.0002623545,0.0001947568,0.00007022348,0.0007998123,0.003399109,0.0001535788,0.0004231436,0.0004415015,0.000002052055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962,"about_ca_system_score_gemma":0.00004660775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247115,"about_ca_topic_score_gemma":0.0007157518,"domain_scores_codex":[0.9953984,0.0005870061,0.001708671,0.000453755,0.001409809,0.0004423299],"domain_scores_gemma":[0.9972451,0.0009927322,0.000552005,0.000657902,0.0004426425,0.0001096315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144549,0.0009402578,0.643577,0.001749076,0.001826757,0.0000309211,0.08471084,0.00009635569,0.1673048,0.0276904,0.03809708,0.03283201],"study_design_scores_gemma":[0.02101083,0.006015757,0.5777612,0.005165531,0.0005125743,0.00009896637,0.2374547,0.001650216,0.01134897,0.008655515,0.1298788,0.0004469695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377205,0.0145901,0.0001388236,0.04339531,0.0007063347,0.001735026,0.0001371958,0.00001804543,0.001558654],"genre_scores_gemma":[0.996084,0.001608645,0.0002165914,0.0006744334,0.0009279017,0.00006352119,0.0001507808,0.00002499892,0.0002490969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559558,"threshold_uncertainty_score":0.9999626,"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."}}