{"id":"W4200140927","doi":"10.1136/bmj-2021-066588","title":"Remote, proactive, telephone based management of toxicity in outpatients during adjuvant or neoadjuvant chemotherapy for early stage breast cancer: pragmatic, cluster randomised trial","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Kingston General Hospital; Brampton Civic Hospital; The Scarborough Hospital; Essar Steel Algoma (Canada); Markham Stouffville Hospital; University of Toronto; Sault Area Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Grand River Hospital; Ontario Institute for Cancer Research; Royal Victoria Regional Health Centre; Juravinski Cancer Centre; Trillium Health Centre; McMaster University; Windsor Regional Hospital; Ottawa Hospital; Ontario Clinical Oncology Group; University Health Network; Health Sciences Centre; Credit Valley Hospital; Regional Municipality of Durham; Institute for Clinical Evaluative Sciences; Thunder Bay Regional Health Sciences Centre","funders":"Health Services Research Programme; Ontario Institute for Cancer Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Breast cancer; Emergency department; Psychological intervention; Randomized controlled trial; Stage (stratigraphy); Emergency medicine; Cluster randomised controlled trial; Physical therapy; Cancer; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005468444,0.002166582,0.003679091,0.0008496463,0.000905787,0.001467577,0.001399037,0.003545624,0.00830344],"category_scores_gemma":[0.01081863,0.00104708,0.002807176,0.0009813186,0.001899904,0.001377118,0.001377838,0.002330852,0.0006301653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616887,"about_ca_system_score_gemma":0.004769216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641588,"about_ca_topic_score_gemma":0.00923996,"domain_scores_codex":[0.9931978,0.004851541,0.0004284989,0.0006502927,0.0004260355,0.000445885],"domain_scores_gemma":[0.9949975,0.00186996,0.001272523,0.0003356259,0.0002178424,0.001306521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9577432,0.01354399,0.0008019749,0.002827775,0.00121926,0.00007293368,0.0001887686,0.0007726523,0.0005054766,0.0001838964,0.0006293135,0.0215108],"study_design_scores_gemma":[0.9526691,0.0446622,0.001149471,0.0001336274,0.0003572677,0.00002061964,0.00004796098,0.0004248117,0.00007381613,0.0001542603,0.0002897522,0.00001708002],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444802,0.003880603,0.002016191,0.0015898,0.001225755,0.04256785,0.0008222576,0.0002488867,0.003168431],"genre_scores_gemma":[0.9521337,0.001247376,0.006459952,0.001560269,0.0005714242,0.03632533,0.0003720288,0.00002129485,0.001308647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00830344,"threshold_uncertainty_score":0.02892023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323346615615456,"score_gpt":0.2928368275773865,"score_spread":0.279603361421232,"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."}}