{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04527625,0.0008187169,0.0009386391,0.001827078,0.008990576,0.01203833,0.005853708,0.04568769,0.0176765],"category_scores_gemma":[0.07902501,0.0008359099,0.001972091,0.001713917,0.01967549,0.01658341,0.006015465,0.04097617,0.001940638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456394,"about_ca_system_score_gemma":0.01501002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012321,"about_ca_topic_score_gemma":0.008770391,"domain_scores_codex":[0.974779,0.01417367,0.001249317,0.002650537,0.004369503,0.002778062],"domain_scores_gemma":[0.9544656,0.03684629,0.001745497,0.001137774,0.003957396,0.001847399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004318999,0.00002816369,0.0004496987,0.00004702007,0.00001237608,0.001035533,0.001390512,0.0003655086,0.00007236715,0.8915119,0.1001836,0.004860114],"study_design_scores_gemma":[0.0002121789,0.0000686732,0.0007271325,0.0008557222,0.00003866402,0.001527924,0.004981969,0.001909665,0.0002304758,0.6519483,0.3373988,0.000100463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001412426,0.0009219922,0.001735898,0.9778653,0.001685197,0.00003645081,0.00003355355,0.00001012321,0.01629897],"genre_scores_gemma":[0.1147305,0.00236536,0.004190077,0.8538886,0.01653183,0.0004699563,0.00005179273,0.00005649975,0.007715453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04568769,"threshold_uncertainty_score":0.2394466,"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."}}