{"id":"W2784775832","doi":"10.1097/prs.0000000000004065","title":"Discussion: Conceptual Considerations for Payment Bundling in Breast Reconstruction","year":2018,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Payment; University hospital; Plastic surgery; Relation (database); Medicine; General surgery; Library science; Family medicine; Surgery; Business; Finance; Computer science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000514942,0.0008152563,0.001776162,0.001316141,0.000355482,0.0001059482,0.00009531563,0.001501958,0.001467162],"category_scores_gemma":[0.0007824352,0.0006181668,0.0006748501,0.0003733231,0.00156117,0.000343164,0.00005528653,0.001882582,0.000091872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202121,"about_ca_system_score_gemma":0.001525608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004542118,"about_ca_topic_score_gemma":0.00004291825,"domain_scores_codex":[0.9954275,0.0002485958,0.001580692,0.001244647,0.000491786,0.001006813],"domain_scores_gemma":[0.9912038,0.006705251,0.0008104743,0.0004611534,0.0005873308,0.0002319658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001432197,0.0002046642,0.05645666,0.001234424,0.001312498,0.0007951339,0.0005068649,0.000006818882,0.0002464091,0.0001968091,0.7086395,0.228968],"study_design_scores_gemma":[0.006797548,0.0004602437,0.01639064,0.01110213,0.001972466,0.8998716,0.003263177,0.0009380392,0.0007851971,0.01004764,0.04484788,0.003523418],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5715995,0.0003814366,0.00267143,0.3382242,0.07100163,0.006559505,0.006538041,0.0007972561,0.002226933],"genre_scores_gemma":[0.6202852,0.0005091447,0.06162231,0.1280175,0.1603148,0.004885741,0.01603214,0.001794707,0.006538423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990765,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03647057069579,"score_gpt":0.2564467477128355,"score_spread":0.2199761770170455,"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."}}