{"id":"W4220956892","doi":"10.1158/1538-7445.sabcs21-p4-10-22","title":"Abstract P4-10-22: Patient reported symptoms and functional status in breast cancer","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Children's Hospital of Eastern Ontario; University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Cancer; Logistic regression; Comorbidity; Internal medicine; Metastatic breast cancer; Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001471221,0.0003000814,0.0003819493,0.0006828311,0.0006581249,0.000929717,0.0008219323,0.0005401616,0.007183374],"category_scores_gemma":[0.005316697,0.0001667668,0.0004695927,0.00160976,0.0004017467,0.000352202,0.0006797402,0.0007068315,0.0008024398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205901,"about_ca_system_score_gemma":0.002872056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1800175,"about_ca_topic_score_gemma":0.2325575,"domain_scores_codex":[0.9991259,0.0002912452,0.00007576124,0.0000902313,0.0002617635,0.0001551003],"domain_scores_gemma":[0.9965227,0.0005076551,0.001201571,0.00008567195,0.0008755597,0.0008069219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236296,0.00006963282,0.9939517,0.00005730828,0.00003528971,0.00002500762,0.0001218123,0.0000532101,0.00004595413,0.00001184626,0.002622191,0.002882389],"study_design_scores_gemma":[0.000009072371,0.0000557529,0.9991853,0.00001200042,0.000008304215,0.00002196694,0.00009211326,0.00005624921,0.00001407403,0.000005457668,0.0005371908,0.000002624813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740766,0.0007100083,0.0001214857,0.0008380052,0.00004806326,0.0002582105,0.01936386,0.00002715869,0.004556614],"genre_scores_gemma":[0.9922135,0.0002004785,0.0002468226,0.0001338177,0.00003878226,0.0002369865,0.005573539,0.000005667948,0.001350262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800175,"threshold_uncertainty_score":0.3579393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07170124349806363,"score_gpt":0.3907391592256297,"score_spread":0.3190379157275661,"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."}}