{"id":"W4298139337","doi":"10.1200/jco.2022.40.28_suppl.270","title":"Trajectory of symptoms reported in remote symptom monitoring over the course of oncology treatment for gynecologic cancers.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Institutes of Health","keywords":"Medicine; Interquartile range; Gynecologic oncology; Cancer; Internal medicine; Gynecologic cancer; Stage (stratigraphy); Physical therapy; Ovarian 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006353063,0.0001054737,0.00127819,0.00006870105,0.0002932503,0.000003298998,0.0003359481,0.0002465179,0.0001127747],"category_scores_gemma":[0.002060678,0.00006764256,0.0005670007,0.0002857613,0.0007282494,0.00005453753,0.00007496212,0.0004771989,2.061505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761892,"about_ca_system_score_gemma":0.00427406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670267,"about_ca_topic_score_gemma":0.006498681,"domain_scores_codex":[0.9956926,0.001409294,0.002089621,0.0001529591,0.0003811812,0.0002743166],"domain_scores_gemma":[0.9898269,0.006474843,0.003177328,0.0001110538,0.0003148302,0.00009509332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001225728,0.002273187,0.4766959,0.000006601329,0.0004649497,0.0001120642,0.0106735,0.0001756493,0.0001386873,0.0002409656,0.0008167539,0.507176],"study_design_scores_gemma":[0.004452377,0.01964289,0.7973123,0.00002147451,0.0004389176,0.000009785488,0.02412866,0.00001322632,0.00005796476,0.001269001,0.1525451,0.0001082738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905027,0.0008820469,0.000003606772,0.003126277,0.003832806,0.0003797743,0.0000116415,0.000005400491,0.001255796],"genre_scores_gemma":[0.9971328,0.001442405,0.0002456113,0.000130406,0.0008473744,0.00002539148,5.035442e-7,0.000006987004,0.0001685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5070677,"threshold_uncertainty_score":0.7582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951787469395832,"score_gpt":0.5485195792349367,"score_spread":0.2533408322953535,"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."}}