{"id":"W4399803022","doi":"10.1007/s11764-024-01628-w","title":"Arm morbidity and financial difficulty in breast cancer survivors","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; Internal medicine; Cancer; Disease; Physical therapy; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009377478,0.0002078328,0.0002911038,0.001399343,0.0003760726,0.001240441,0.0003982579,0.0009373017,0.005458651],"category_scores_gemma":[0.009653782,0.0002967324,0.0006822655,0.001882714,0.0004498254,0.0006492925,0.001068334,0.001294269,0.0005112669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210377,"about_ca_system_score_gemma":0.0003578833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009862127,"about_ca_topic_score_gemma":0.009210588,"domain_scores_codex":[0.9995033,0.0001879569,0.00006837647,0.00003093651,0.00004715095,0.0001622901],"domain_scores_gemma":[0.9942724,0.001770087,0.002565717,0.000211386,0.000212479,0.0009679632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684708,0.0000711283,0.9979585,0.000006603954,0.00003813874,0.0000861693,0.00003821888,0.0001828975,0.0000194032,0.00007395502,0.0001406492,0.001215868],"study_design_scores_gemma":[0.00000622577,0.00006712561,0.9980937,0.000009813828,0.00003429036,0.0002040593,0.0003850247,0.0007748273,0.00001655112,0.0002168415,0.0001850725,0.000006535941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977078,0.0004623501,0.00003435804,0.0004138816,0.00001151007,0.000002972223,0.0004111653,0.000002047973,0.0009538578],"genre_scores_gemma":[0.999243,0.0001747337,0.00001221787,0.00002268578,0.00002450404,0.000001602019,0.0002609878,9.361779e-7,0.0002591601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009862127,"threshold_uncertainty_score":0.01960945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112286794412854,"score_gpt":0.2678632352339155,"score_spread":0.2367403672897869,"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."}}