{"id":"W205410129","doi":"10.1097/prs.0b013e3182a48bb4","title":"Discussion","year":2013,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002252425,0.0003672117,0.0008724086,0.0004665678,0.00009610388,0.00003841982,0.00007307847,0.001831723,0.002734662],"category_scores_gemma":[0.0008140049,0.0002050146,0.0003941381,0.000233956,0.001314708,0.00008592616,0.00005447324,0.002694268,0.0005116827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333408,"about_ca_system_score_gemma":0.0005699876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002458924,"about_ca_topic_score_gemma":9.899095e-7,"domain_scores_codex":[0.9976474,0.0001096742,0.0005597115,0.000550536,0.0006765534,0.0004561359],"domain_scores_gemma":[0.9961647,0.002758918,0.0003112254,0.0003391331,0.000233306,0.0001926651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002611354,0.00002081567,0.00128815,0.0004805874,0.0001727281,0.0002537121,0.00002634177,9.484742e-8,0.00006156114,0.00003374543,0.9077722,0.08986393],"study_design_scores_gemma":[0.0003883902,0.0000690164,0.01527667,0.002374678,0.0003601553,0.001021066,0.00005025856,0.0002547181,0.00008493014,0.004478966,0.9750426,0.0005985236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004786954,0.0002442266,0.0008188391,0.98026,0.009768954,0.000519751,0.00009077972,0.0001548983,0.003355622],"genre_scores_gemma":[0.05423408,0.0006172289,0.003002353,0.8599432,0.04158253,0.0003090648,0.006445154,0.0004821786,0.03338423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1203168,"threshold_uncertainty_score":0.9996065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579169379781678,"score_gpt":0.2523105688476271,"score_spread":0.2265188750498103,"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."}}