{"id":"W2144248881","doi":"10.1089/107555303321223017","title":"The Reporting of Clinical Acupuncture Research: What Do Clinicians Need to Know?","year":2003,"lang":"en","type":"article","venue":"The Journal of Alternative and Complementary Medicine","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Acupuncture; Migraine; Nausea; Alternative medicine; Headaches; Vomiting; Physical therapy; Clinical research; Family medicine; Psychiatry; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2167488,0.0005475382,0.002645999,0.007448729,0.002419497,0.01251519,0.003288888,0.007616011,0.004921604],"category_scores_gemma":[0.6575603,0.00126011,0.001062263,0.008421108,0.01048111,0.02193992,0.005096628,0.004409102,0.002120829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004596734,"about_ca_system_score_gemma":0.01341982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225733,"about_ca_topic_score_gemma":0.003742234,"domain_scores_codex":[0.7731841,0.1369844,0.05849038,0.00386954,0.02490696,0.002564779],"domain_scores_gemma":[0.1984011,0.6029885,0.1003783,0.01717686,0.06286655,0.01818853],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006066996,0.0003639717,0.1227706,0.02932584,0.0002686263,0.0004862497,0.03590429,0.0002556893,0.0007029334,0.003943021,0.06309099,0.7422811],"study_design_scores_gemma":[0.0007590521,0.002268031,0.2913761,0.1391236,0.0006722498,0.007496285,0.3182702,0.002073225,0.001011343,0.03395649,0.2021326,0.0008606405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06878035,0.209895,0.01025428,0.6924443,0.005802297,0.001086117,0.0008783515,0.0003050761,0.01055416],"genre_scores_gemma":[0.628032,0.1917861,0.04658892,0.1177074,0.009865965,0.003847375,0.001304906,0.0001508679,0.000716542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7832512,"threshold_uncertainty_score":0.9658882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3602236654192248,"score_gpt":0.5607475929105643,"score_spread":0.2005239274913395,"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."}}