{"id":"W6977242329","doi":"10.6084/m9.figshare.c.3623687","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":"other","venue":"Figshare","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Adverse effect; Randomized controlled trial; Breast cancer; Systematic review; MEDLINE; Hormone replacement therapy (female-to-male); Psychological intervention; Protocol (science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02798876,0.004347182,0.02154499,0.004659672,0.001637305,0.004424268,0.003124936,0.003708008,0.03241762],"category_scores_gemma":[0.04147584,0.002501829,0.03358218,0.00505307,0.001818094,0.003325572,0.003050885,0.003969609,0.00207302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007762989,"about_ca_system_score_gemma":0.01115837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007712105,"about_ca_topic_score_gemma":0.01579539,"domain_scores_codex":[0.9856207,0.007037886,0.003519729,0.001740236,0.001389714,0.0006917378],"domain_scores_gemma":[0.9902803,0.004101455,0.002464974,0.0009656596,0.001835881,0.000351616],"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":[0.04342851,0.0003410877,0.001955963,0.7628028,0.1624743,0.0002059182,0.0004952821,0.001853344,0.001128858,0.001815818,0.0084302,0.01506797],"study_design_scores_gemma":[0.1850972,0.004190548,0.01275748,0.1387869,0.5964695,0.0002614034,0.0006145652,0.003994282,0.001564768,0.007603216,0.04826624,0.0003938208],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008950892,0.0446014,0.007862494,0.001198436,0.001200733,0.9162707,0.01727423,0.0005685763,0.002072494],"genre_scores_gemma":[0.01335698,0.005154845,0.006164029,0.000459046,0.0000548765,0.9721747,0.00165524,0.00004347783,0.0009367942],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03241762,"threshold_uncertainty_score":0.1480205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3101451808622792,"score_gpt":0.5303480375928453,"score_spread":0.2202028567305662,"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."}}