{"id":"W3132198475","doi":"10.3390/curroncol28010087","title":"Longitudinal Symptom Burden Trajectories in a Population-Based Cohort of Women with Metastatic Breast Cancer: A Group-Based Trajectory Modeling Analysis","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Trillium Health Centre; Women's College Hospital","funders":"Cancer Care Ontario","keywords":"Medicine; Breast cancer; Cohort; Metastatic breast cancer; Population; Cancer; Cohort study; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002614708,0.0003294509,0.0003352635,0.0007887495,0.0004848648,0.0007296386,0.0005347673,0.0003395751,0.001023819],"category_scores_gemma":[0.00386644,0.0002448927,0.001115717,0.001030668,0.0001611175,0.0004699592,0.0007787978,0.0007464027,0.0001895232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789518,"about_ca_system_score_gemma":0.0008974235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0372894,"about_ca_topic_score_gemma":0.02438777,"domain_scores_codex":[0.9994441,0.0002779886,0.00003038838,0.0001345792,0.00004769342,0.0000653043],"domain_scores_gemma":[0.9988404,0.0003451203,0.0002910951,0.0002734577,0.0001368561,0.0001131092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001960219,0.00006351459,0.9909328,0.000008429355,0.0002465795,0.00005303959,0.0002765038,0.003451918,0.0002163193,0.0001692576,0.0002858518,0.004099641],"study_design_scores_gemma":[0.0000441273,0.0003764485,0.8563387,0.00003381551,0.0002644729,0.0002310913,0.001243805,0.1391743,0.0002063734,0.0009683873,0.001090204,0.00002816707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976412,0.00005154566,0.001535678,0.00009761082,0.000003398,0.00001573399,0.0005583878,0.00001092924,0.0000855513],"genre_scores_gemma":[0.9965038,0.00006887382,0.001661384,0.00001532306,0.00000301588,0.00003810185,0.001518583,0.000004490589,0.0001865425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0372894,"threshold_uncertainty_score":0.07414466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372854575616388,"score_gpt":0.3469982205696364,"score_spread":0.3032696748134726,"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."}}