{"id":"W2936918005","doi":"10.1186/s40814-019-0404-y","title":"Ambulatory Toxicity Management (AToM) Pilot: results of a pilot study of a pro-active, telephone-based intervention to improve toxicity management during chemotherapy for breast cancer","year":2019,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Cancer Care Ontario; Canadian Centre for Applied Research in Cancer Control; Thunder Bay Regional Health Sciences Centre; Health Sciences Centre; University of Toronto; CARE Canada; University Health Network","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Toxicity; Ambulatory; Intervention (counseling); Breast cancer; Medicine; Chemotherapy; Oncology; 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":[0.006306011,0.0008834053,0.0008209121,0.0004431154,0.0009832212,0.0005449402,0.0011253,0.0007894792,0.002723907],"category_scores_gemma":[0.006639458,0.0004074461,0.0008506828,0.0004301692,0.0009249767,0.0005821871,0.0008333483,0.001273358,0.0004023492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772749,"about_ca_system_score_gemma":0.004804693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251893,"about_ca_topic_score_gemma":0.03559205,"domain_scores_codex":[0.9966558,0.002180723,0.0001692289,0.0001896708,0.0002801328,0.0005243871],"domain_scores_gemma":[0.9948259,0.001904815,0.0006474071,0.0004669487,0.0009013509,0.001253597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1412604,0.6141582,0.04188852,0.001215307,0.0006009409,0.0004408064,0.004925011,0.00168083,0.01129997,0.0001575554,0.002150059,0.1802225],"study_design_scores_gemma":[0.05368214,0.8525984,0.08878664,0.00003805575,0.000285002,0.0000547928,0.0008435875,0.0009244099,0.001536545,0.00007829165,0.001141424,0.00003074818],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888524,0.00002921336,0.0003880133,0.000104108,0.00001693735,0.009627624,0.0003119083,0.00003195579,0.000637767],"genre_scores_gemma":[0.9675545,0.0002466936,0.008095575,0.0004052801,0.0001016471,0.02144963,0.0008622176,0.00002141833,0.001263082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251893,"threshold_uncertainty_score":0.04477572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0859443712215736,"score_gpt":0.3732320809910353,"score_spread":0.2872877097694617,"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."}}