{"id":"W2005977208","doi":"10.1007/bf02523651","title":"Ambulatory surgery for breast cancer patients","year":2000,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Surgical oncology; Medicine; Ambulatory; Breast cancer; General surgery; Breast surgery; Mastectomy; Oncology; Cancer; Surgery; Internal medicine","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":[0.0002303203,0.0001071084,0.0005406805,0.00006597974,0.0000300312,0.000002425018,0.00005216661,0.0001661499,0.004720164],"category_scores_gemma":[0.00000804636,0.00008931993,0.0002988499,0.0001338056,0.0001102306,0.00004334787,0.0000116872,0.00009583317,0.00002168107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003864209,"about_ca_system_score_gemma":0.0002387938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003409335,"about_ca_topic_score_gemma":0.0001184084,"domain_scores_codex":[0.9989626,0.00004914597,0.0003335552,0.000198078,0.0001718345,0.0002847267],"domain_scores_gemma":[0.9989184,0.000367795,0.00008355944,0.000139836,0.0003161063,0.0001742834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003954437,0.000753082,0.07744253,0.0001347544,0.0001155811,0.00004573721,0.0001318983,0.000004009926,0.00001596586,0.0001192935,0.07088096,0.8464018],"study_design_scores_gemma":[0.001076195,0.000385273,0.1134323,0.00005775505,0.00003901874,0.00002623371,0.00001724227,0.000007241735,0.0002607784,0.00006754006,0.8845354,0.00009500163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704391,0.0008266344,0.000001172614,0.01420301,0.0004547114,0.0002546295,0.000282385,0.00002824355,0.01351011],"genre_scores_gemma":[0.9911331,0.004632263,0.000007342656,0.002427403,0.0003550704,0.00006642428,0.00004452041,0.0000168391,0.001317069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8463067,"threshold_uncertainty_score":0.9961897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676584898442555,"score_gpt":0.3671769473259003,"score_spread":0.3104110983414747,"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."}}