{"id":"W3002269596","doi":"10.1007/s00238-020-01624-0","title":"Pelvic reconstruction with the VRAM flap: Does the degree of pelvic obliteration affect postoperative outcome?","year":2020,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Plastic surgery; Surgery","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":[0.001189893,0.0001691236,0.0004296901,0.0001020755,0.0001335389,0.00005837335,0.000173533,0.00002034842,0.0001161182],"category_scores_gemma":[0.002564353,0.00006649759,0.0002440473,0.0002569169,0.0002483253,0.000190365,0.0000390144,0.000415003,0.00002487811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165933,"about_ca_system_score_gemma":0.0001521687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001463119,"about_ca_topic_score_gemma":0.000002673262,"domain_scores_codex":[0.9980335,0.0006541613,0.0006260034,0.000134557,0.0003953763,0.0001564446],"domain_scores_gemma":[0.9968204,0.001911498,0.000615367,0.0002153575,0.000321541,0.0001158735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007954998,0.0002743602,0.8343429,0.0004212433,0.001940709,0.001832784,0.01519914,0.0005250732,0.03873367,0.0002842124,0.03057463,0.06791625],"study_design_scores_gemma":[0.002033048,0.001755164,0.9746766,0.0009306848,0.0008807403,0.002727457,0.004466284,0.0003195251,0.005042833,0.00001140906,0.006871065,0.0002851855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893398,0.0003769452,0.00166631,0.006917372,0.0007399271,0.0001275405,0.000007862021,0.00001461671,0.0008096214],"genre_scores_gemma":[0.9983034,0.00004244285,0.0002566256,0.0006876598,0.0005887132,7.272422e-7,0.000003732963,0.00002509191,0.00009159112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403337,"threshold_uncertainty_score":0.3069955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847853603640747,"score_gpt":0.2479783580448698,"score_spread":0.1994998220084623,"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."}}