{"id":"W1879213842","doi":"10.1186/s13643-015-0099-y","title":"Comparison of physical interventions, behavioral interventions, natural health products, and pharmacologics to manage hot flashes in patients with breast or prostate cancer: protocol for a systematic review incorporating network meta-analyses","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; St. Michael's Hospital; McMaster University; Ottawa Hospital; University of Ottawa","funders":"National Center for Complementary and Integrative Health; Canadian Institutes of Health Research; National Center for Complementary and Alternative Medicine; National Institutes of Health","keywords":"Medicine; Prostate cancer; Psychological intervention; Protocol (science); Breast cancer; Meta-analysis; Systematic review; Alternative medicine; Natural history; Cancer; MEDLINE; Physical therapy; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007504061,0.001095191,0.02559131,0.0003417752,0.0001191315,0.00006786471,0.0003164304,0.00008859497,0.00001729511],"category_scores_gemma":[0.001084037,0.0004546301,0.0008798499,0.001291631,0.00005589847,0.0001758005,0.0001396508,0.0004136483,0.0000112058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764996,"about_ca_system_score_gemma":0.0006086486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008598092,"about_ca_topic_score_gemma":0.0001572835,"domain_scores_codex":[0.9841733,0.004715411,0.00894179,0.0008207359,0.0007687795,0.0005799602],"domain_scores_gemma":[0.985543,0.0003297272,0.01200458,0.0009747024,0.0007216827,0.0004263427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001729637,0.001504106,0.00008772415,0.9836879,0.003620096,0.000004978137,0.0001608353,9.213733e-7,2.164951e-8,0.000004201193,0.002182779,0.008573408],"study_design_scores_gemma":[0.001926413,0.005315745,0.0000107246,0.9058488,0.08097005,0.0000396346,0.00002512003,0.0000113907,5.826909e-8,0.000001806475,0.005534547,0.0003156846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.000004344098,0.553532,0.00001275383,0.00005467069,0.00004568245,0.4461871,0.0001453067,0.00001679099,0.000001324564],"genre_scores_gemma":[0.00003844107,0.3220018,0.002087007,0.00009262461,0.00005837085,0.6750906,0.0002951245,0.00007603199,0.0002601032],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2315302,"threshold_uncertainty_score":0.9997905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5604674010891587,"score_gpt":0.6103549337810515,"score_spread":0.04988753269189283,"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."}}