{"id":"W2101302567","doi":"10.1007/s10434-000-0427-9","title":"The Effects of Type of Surgery and Time on Psychological Adjustment in Women After Breast Cancer Treatment","year":2000,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Breast cancer; Quality of life (healthcare); Surgical oncology; Mastectomy; Distress; Mental health; Psychological distress; Breast surgery; Disease; Cancer; Physical therapy; Surgery; Internal medicine; Psychiatry; Clinical psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002424953,0.0001014312,0.0005797418,0.00005489248,0.000009225926,9.593529e-7,0.00003638288,0.0001189547,0.001055048],"category_scores_gemma":[0.00001043516,0.00005714622,0.00009635093,0.000152694,0.0002022442,0.00001214704,0.00001144024,0.00007508082,0.000006215934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006439855,"about_ca_system_score_gemma":0.00007073968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002831476,"about_ca_topic_score_gemma":0.00005697012,"domain_scores_codex":[0.999041,0.000153653,0.0003024677,0.0001606223,0.0001316171,0.0002106819],"domain_scores_gemma":[0.9986044,0.00100755,0.00007726964,0.0001540017,0.00006665984,0.00009014137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02724465,0.001810876,0.02262961,0.0001318585,0.0001555879,0.0002388084,0.0006619518,0.00000291002,0.0002571384,0.00005115974,0.001462719,0.9453527],"study_design_scores_gemma":[0.002760465,0.008730893,0.8548494,0.0003450264,0.00005157065,0.00007178623,0.00007354872,0.000004717787,0.001337178,0.000114695,0.1315497,0.0001110226],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883561,0.004491049,1.016261e-8,0.003987483,0.0001266791,0.0001899254,0.00001835335,0.000004118078,0.002826327],"genre_scores_gemma":[0.9518024,0.0470659,0.000001045678,0.0004651305,0.00005741485,0.00008050334,0.000002089188,0.000005831241,0.0005196604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9452417,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270196425290354,"score_gpt":0.3707837647480161,"score_spread":0.3280818004951125,"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."}}