{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194517,0.0002222809,0.0004267159,0.00004421406,0.00005552567,0.00001304565,0.0001149214,0.00009117062,0.00004600333],"category_scores_gemma":[0.00003894243,0.000182531,0.0001517432,0.0001313462,0.00004520778,0.000007181036,0.00008562848,0.00005122202,6.69383e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001254,"about_ca_system_score_gemma":0.0001521726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698813,"about_ca_topic_score_gemma":0.0003466021,"domain_scores_codex":[0.9985229,0.00009501764,0.0004652286,0.0004305267,0.0001978463,0.0002885193],"domain_scores_gemma":[0.9991763,0.00003539645,0.0002454889,0.0003560879,0.0001365083,0.00005028066],"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":[0.9005268,0.002114457,0.009732875,0.001136934,0.001987456,0.00006354323,0.0005153455,0.0005393764,0.04275133,0.000003959948,0.0008218762,0.03980604],"study_design_scores_gemma":[0.5347459,0.0004631787,0.1391426,0.0004036286,0.0001358757,0.000007930732,0.0002875659,0.0003581544,0.3235809,0.00000763652,0.0004861009,0.0003805057],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936128,0.0001958517,0.001038156,0.0008424319,0.0002032698,0.003528856,0.0003754392,0.00001061288,0.0001925338],"genre_scores_gemma":[0.9914247,0.0002898134,0.005587702,0.0001834386,0.000197236,0.0009772213,0.0001057348,0.00004271585,0.001191392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657809,"threshold_uncertainty_score":0.74434,"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."}}