{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000355075,0.0001238839,0.0002265522,0.0002748556,0.0002292088,0.0000285278,0.00004064433,0.00003726107,0.02337128],"category_scores_gemma":[0.00002274896,0.0001101169,0.00005067845,0.0005414476,0.0001097531,0.00005701516,0.0001614452,0.0005040042,0.000009780544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404797,"about_ca_system_score_gemma":0.001137224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185557,"about_ca_topic_score_gemma":0.001232792,"domain_scores_codex":[0.9976587,0.0000685188,0.0002758453,0.000461269,0.0009954856,0.000540154],"domain_scores_gemma":[0.999109,0.0001021952,0.00006223705,0.0002649912,0.0002113184,0.0002502445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001981573,0.0008581511,0.8132833,0.0001192642,0.000253702,0.0006019847,0.0005235054,0.0003019895,0.003026613,0.00006352716,0.06445889,0.1145275],"study_design_scores_gemma":[0.002392369,0.0002845698,0.9404721,0.0001181434,0.00002671759,0.00007358599,0.0003231692,0.00002740712,0.000528807,0.0000437985,0.05560387,0.0001055227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863092,0.007009918,1.893292e-7,0.003987622,0.0002321236,0.0006172081,0.0003183785,0.00002142801,0.001503934],"genre_scores_gemma":[0.9932304,0.002292021,0.000003799564,0.0002596434,0.0001612098,0.003083651,0.00006289145,0.0000269238,0.0008794772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271887,"threshold_uncertainty_score":0.984658,"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."}}