{"id":"W4411285140","doi":"10.1158/1557-3265.sabcs24-ps5-07","title":"Abstract PS5-07: Financial difficulty over time in young adults with breast cancer","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Cancer; Medicine; Oncology; 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":[0.0009227804,0.0002686744,0.0002811615,0.0009871348,0.0007359729,0.0008531059,0.000416617,0.0003736063,0.003252279],"category_scores_gemma":[0.003974472,0.0001740761,0.0005377819,0.001458153,0.0002690997,0.0006572755,0.0008863111,0.000753547,0.0004590083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007122512,"about_ca_system_score_gemma":0.001131446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914132,"about_ca_topic_score_gemma":0.03208851,"domain_scores_codex":[0.9995188,0.00009049536,0.0001012895,0.00007416445,0.00009826505,0.0001169995],"domain_scores_gemma":[0.9972391,0.0002644925,0.001669172,0.00006780322,0.0003438455,0.0004155959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002127431,0.00002940145,0.9981486,0.00001710175,0.00001395987,0.00002297364,0.0001121338,0.0000159124,0.00001509122,0.00001015948,0.0003674953,0.001226044],"study_design_scores_gemma":[0.000002607049,0.00004582149,0.9992037,0.00001424269,0.00000585628,0.00004153036,0.0003683692,0.00004683543,0.00001440265,0.00001330246,0.0002410777,0.000002164443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938251,0.0002668984,0.00006223659,0.0002277727,0.00001807385,0.00008257158,0.004372085,0.000005268978,0.001139904],"genre_scores_gemma":[0.9959973,0.0002724304,0.0001669958,0.0001059477,0.00002208624,0.000130562,0.002824459,0.000001925282,0.0004782697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914132,"threshold_uncertainty_score":0.03805983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07618288971698177,"score_gpt":0.4030685679649705,"score_spread":0.3268856782479888,"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."}}