{"id":"W3130546611","doi":"10.1158/1538-7445.sabcs20-pd12-10","title":"Abstract PD12-10: Patient reported outcomes and health care utilization of UPMC breast cancer survivorship clinic patients","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Medicine; Breast cancer; Cancer; Population; Cancer survivor; Family medicine; Health care; Cancer survivorship; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009881924,0.0002366346,0.0004404133,0.001282238,0.000597948,0.0009794846,0.0006217577,0.0004642601,0.005125377],"category_scores_gemma":[0.00544713,0.0001778362,0.0006357015,0.001814277,0.0002690071,0.0007019666,0.0009747638,0.0008193885,0.0004820187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245688,"about_ca_system_score_gemma":0.0005527481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007450417,"about_ca_topic_score_gemma":0.006964304,"domain_scores_codex":[0.9989159,0.0002811734,0.0001768463,0.0002018135,0.0002450189,0.0001792301],"domain_scores_gemma":[0.9956055,0.0007274053,0.002303817,0.0001345667,0.0006073134,0.0006213004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276939,0.0001003136,0.9967747,0.00002117844,0.00005356083,0.00002410812,0.00006028178,0.00004341139,0.00003940885,0.000009364092,0.0006306965,0.002115241],"study_design_scores_gemma":[0.00001206076,0.0001430868,0.9990109,0.00001102655,0.00002528495,0.00009345958,0.0002393368,0.0001575006,0.00006717782,0.00001194512,0.0002238763,0.000004199607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995281,0.0001713601,0.00006309887,0.0001423872,0.00001104643,0.00003494261,0.003562289,0.00001264622,0.0007212531],"genre_scores_gemma":[0.9973273,0.0000543933,0.00009766585,0.00006904344,0.00001906779,0.0000645482,0.002057778,0.000003066691,0.0003071533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007450417,"threshold_uncertainty_score":0.01714611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808919221694301,"score_gpt":0.4710592021674199,"score_spread":0.2901672799979898,"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."}}