{"id":"W1563373117","doi":"10.1211/fact.12.2.0001","title":"Why insist on RCTs?","year":2007,"lang":"en","type":"review","venue":"Focus on Alternative and Complementary Therapies","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Citation; Medicine; Library science; Peninsula; History; Computer science; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003476118,0.0009768268,0.002303316,0.0006922589,0.0003375047,0.00004225472,0.0003012799,0.00004286054,0.001849739],"category_scores_gemma":[0.00002451605,0.0006596661,0.0004950864,0.000271512,0.0003462881,0.00006982015,0.0002224573,0.0007301273,0.0001090325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178008,"about_ca_system_score_gemma":0.00004792162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193486,"about_ca_topic_score_gemma":0.0001434745,"domain_scores_codex":[0.9967195,0.0002312898,0.0008592755,0.0009017354,0.0007298335,0.0005583794],"domain_scores_gemma":[0.9979811,0.0007985929,0.0004058713,0.0005028509,0.00009286911,0.0002187553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002764723,0.0004051625,0.0001925802,0.001457591,0.003131561,0.0002426912,0.0005485922,6.714565e-8,5.669785e-7,0.003520722,0.005957361,0.9842666],"study_design_scores_gemma":[0.002087462,0.005372916,0.0001478403,0.01051493,0.0008695574,0.0000666673,0.000708362,0.00000147921,0.00002573025,0.001026946,0.9786378,0.0005403107],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007663413,0.9841473,0.0000668392,0.001355486,0.0006508087,0.0016957,0.0005079548,0.00006117157,0.01074847],"genre_scores_gemma":[0.0009585149,0.9912623,0.0001941666,0.004798941,0.001555662,0.0001224701,0.000491843,0.00008813771,0.0005279872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837263,"threshold_uncertainty_score":0.9995854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648852131506566,"score_gpt":0.4207520688780718,"score_spread":0.2558668557274152,"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."}}