{"id":"W1521575961","doi":"10.1002/pon.2089","title":"The short‐term psychological impact of complications after breast reconstruction","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"KWF Kankerbestrijding","keywords":"Term (time); Psychology; Medicine; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000204129,0.0001452056,0.000301301,0.0001018186,0.0001095913,0.000006405008,0.0001224834,0.0002554496,0.0007770367],"category_scores_gemma":[0.000007317956,0.00008474456,0.0002277168,0.0001683676,0.0005489927,0.00006344614,0.00001949388,0.0002897364,0.00007534418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258876,"about_ca_system_score_gemma":0.00008245882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004061567,"about_ca_topic_score_gemma":0.00002958396,"domain_scores_codex":[0.9988617,0.00009797642,0.0004223129,0.0002560654,0.00009667145,0.0002652486],"domain_scores_gemma":[0.9990866,0.00008134748,0.000149777,0.000387901,0.0001410492,0.0001533721],"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":[0.002003405,0.0004382787,0.1966836,0.000008915063,0.0001552892,0.000008925034,0.0005736484,6.919628e-8,0.002568715,0.0002284016,0.0004697984,0.7968609],"study_design_scores_gemma":[0.0007527657,0.0007598959,0.866265,0.00002902468,0.00008103299,0.1304749,0.000296342,0.00001173459,0.00009277329,0.0008754959,0.0002753201,0.00008569635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620324,0.0001209383,0.0002322943,0.0004828628,0.001086158,0.0003381563,0.00003878875,0.00005133846,0.03561704],"genre_scores_gemma":[0.9978159,0.0001069605,0.001614818,0.00004310393,0.0002458912,0.00007391165,0.000015552,0.00001271718,0.00007116218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7967753,"threshold_uncertainty_score":0.8508007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05891775957118663,"score_gpt":0.3736243160762567,"score_spread":0.3147065565050701,"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."}}