{"id":"W4415374459","doi":"10.1097/prs.0000000000012550","title":"Cost of Care and Surgical Outcomes between Direct-to-Implant and Staged Tissue Expander Breast Reconstruction","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Université de Montréal; McGill University","funders":"","keywords":"Breast reconstruction; Cost analysis; Patient care; MEDLINE; Cost control","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":[0.001581593,0.0002130606,0.0003007442,0.001187864,0.0002849289,0.001083135,0.0005032809,0.000319112,0.002902341],"category_scores_gemma":[0.01241442,0.0001822508,0.001086581,0.001311287,0.0003904598,0.0008496613,0.0009618418,0.0006757321,0.0001254415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981961,"about_ca_system_score_gemma":0.0006710789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640683,"about_ca_topic_score_gemma":0.005191843,"domain_scores_codex":[0.9983726,0.0004977909,0.0002161271,0.0001881007,0.0003493177,0.0003760825],"domain_scores_gemma":[0.9908434,0.002971512,0.004508266,0.0001481024,0.0004990217,0.001029612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003612718,0.00006819043,0.9968161,0.00001314464,0.00009868087,0.00006690946,0.00003756901,0.000264256,0.00002845312,0.0001094698,0.0001017093,0.002034244],"study_design_scores_gemma":[0.00001452285,0.0002326448,0.9981463,0.00001520754,0.00004293697,0.0002460633,0.0002723397,0.0007973183,0.00003358521,0.0001065527,0.00008635022,0.000006197875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992029,0.0002410957,0.00003691998,0.00006814704,0.000004573983,0.000005934689,0.0001788668,6.168573e-7,0.0002610264],"genre_scores_gemma":[0.9996175,0.00006074844,0.00002735406,0.00001305036,0.000006333484,0.000005410093,0.0002317529,8.396783e-7,0.00003706515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004640683,"threshold_uncertainty_score":0.01438016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909315730273699,"score_gpt":0.2783515766367184,"score_spread":0.2592584193339815,"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."}}