{"id":"W2108185929","doi":"10.1353/pbm.2005.0084","title":"Evidence-Based Alternative Medicine?","year":2005,"lang":"en","type":"article","venue":"Perspectives in biology and medicine","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Evidence-based medicine; Mainstream; Alternative medicine; Warrant; Medicine; Randomized controlled trial; MEDLINE; Hierarchy; Medical education; Engineering ethics; Political science; Surgery; Law; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006269907,0.0002524477,0.0006620634,0.0004141777,0.000107134,0.000001462782,0.0001075684,0.00003565227,0.00136789],"category_scores_gemma":[0.001576132,0.0001582599,0.00003936788,0.0002691326,0.002056479,0.00009773218,0.00006150932,0.0003451496,0.000008573966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609318,"about_ca_system_score_gemma":0.00004430902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003944691,"about_ca_topic_score_gemma":0.0001410708,"domain_scores_codex":[0.9984524,0.0001365605,0.0003861607,0.0005205203,0.0001823563,0.0003220241],"domain_scores_gemma":[0.9985013,0.0008902899,0.0001001301,0.0002083085,0.0001467931,0.000153199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001795018,0.0004560378,0.7235868,0.0001443004,0.0004028675,0.0001589213,0.0327091,0.0000115566,0.01066977,0.09017679,0.00327439,0.1366145],"study_design_scores_gemma":[0.025471,0.0145841,0.8152999,0.007418371,0.0004951041,0.0002647251,0.06198947,0.00161076,0.001710125,0.01801617,0.05247262,0.0006676054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7685784,0.07252108,0.00106937,0.139671,0.000431152,0.0006090623,0.000004891887,0.0000649899,0.01705016],"genre_scores_gemma":[0.9838442,0.00954527,0.0005902207,0.002923772,0.00264381,0.00003912321,0.00001337152,0.00001120456,0.0003890216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152659,"threshold_uncertainty_score":0.999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365534615380346,"score_gpt":0.4537573985155131,"score_spread":0.3172039369774785,"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."}}