{"id":"W4397290537","doi":"10.1007/s10549-024-07360-4","title":"Development and application of a weighted change score to evaluate interventions for vasomotor symptoms in patients with breast cancer using regression trees: a cohort study","year":2024,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Psychological intervention; Discontinuation; Physical therapy; Quality of life (healthcare); Breast cancer; Prospective cohort study; Cohort; Observational study; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.02093492,0.0008845647,0.0008585042,0.001634093,0.0007372856,0.0008297241,0.0008221897,0.0005045824,0.001221032],"category_scores_gemma":[0.03212915,0.000410932,0.003051536,0.001352548,0.0003575897,0.0009300989,0.0008898795,0.001164428,0.0002687346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000854263,"about_ca_system_score_gemma":0.001266129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005108226,"about_ca_topic_score_gemma":0.005115047,"domain_scores_codex":[0.9893048,0.007379508,0.0007242018,0.0008385368,0.001451928,0.0003010995],"domain_scores_gemma":[0.9832585,0.008221775,0.004213993,0.001762365,0.002044218,0.0004991812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004310109,0.001441907,0.9533617,0.0001118989,0.001878104,0.00004161045,0.000566926,0.00218152,0.0004969224,0.0002037408,0.0005884577,0.03481717],"study_design_scores_gemma":[0.001170341,0.01523597,0.9507176,0.00008944451,0.001459743,0.0001407415,0.0006963934,0.02720048,0.001057733,0.0004818537,0.001662586,0.00008710206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851902,0.0002435076,0.01112567,0.00008521995,0.00004844854,0.001436535,0.001276803,0.00006469215,0.0005288928],"genre_scores_gemma":[0.9836442,0.0001423753,0.01260356,0.00003602471,0.00002162735,0.002086231,0.001144995,0.00002513959,0.0002960102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093492,"threshold_uncertainty_score":0.1107158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518513345406456,"score_gpt":0.466677174049842,"score_spread":0.3148258395091964,"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."}}