{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2356485,0.002177796,0.01139551,0.00646,0.003084007,0.009402018,0.005919646,0.03768486,0.01242394],"category_scores_gemma":[0.5590953,0.002716379,0.006337712,0.006926331,0.01395352,0.02261944,0.007368783,0.0342732,0.00686806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006984663,"about_ca_system_score_gemma":0.0184003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00556436,"about_ca_topic_score_gemma":0.01745262,"domain_scores_codex":[0.8098696,0.1095593,0.03535262,0.007748159,0.03457965,0.002890709],"domain_scores_gemma":[0.2162463,0.6900588,0.02945898,0.01304442,0.0449613,0.006230294],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001517125,0.000154425,0.001799151,0.07931004,0.006682061,0.0006760556,0.001147854,0.0003185278,0.0007691511,0.04365624,0.643576,0.2203933],"study_design_scores_gemma":[0.004957497,0.0002880608,0.00288423,0.2000561,0.006494528,0.001056752,0.0009369189,0.0005845887,0.0004407079,0.13317,0.6488942,0.0002364167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003732903,0.299847,0.002184394,0.6586504,0.03471977,0.0003929196,0.0003311731,0.00007589698,0.003425018],"genre_scores_gemma":[0.00890561,0.1106963,0.00933356,0.8263082,0.04183482,0.001235884,0.0001798626,0.00008955796,0.00141617],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7643515,"threshold_uncertainty_score":0.9425815,"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."}}