{"id":"W3208281029","doi":"10.1016/j.bjps.2021.09.055","title":"Assessing patient frailty in plastic surgery: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Frailty Index; MEDLINE; Perioperative; Data extraction; Population; Psychological intervention; Intensive care medicine; Gerontology; Surgery; Psychiatry","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003457424,0.001228213,0.01768992,0.002393563,0.00008259428,0.0001851514,0.0003268362,0.0006293136,0.000329856],"category_scores_gemma":[0.04319597,0.0009086093,0.005096161,0.001889839,0.0003197958,0.0004980795,0.0001107988,0.002386009,0.00007519932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139293,"about_ca_system_score_gemma":0.00718175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007101955,"about_ca_topic_score_gemma":0.00000328757,"domain_scores_codex":[0.9857768,0.002681558,0.008258105,0.0007903717,0.001620597,0.0008726118],"domain_scores_gemma":[0.9443452,0.04449097,0.008434742,0.000917638,0.001188162,0.0006233237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002060647,0.0002430344,0.0004130232,0.6030294,0.0007262094,0.004682541,0.00003998818,0.000001708317,8.438528e-8,0.000004317983,0.002986767,0.3878524],"study_design_scores_gemma":[0.000285305,0.0001085559,0.00008893248,0.8660434,0.008429712,0.1014185,0.0002082813,0.000006598374,4.740982e-7,0.00001135633,0.02277215,0.0006267097],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001789846,0.9895438,0.000121654,0.00007289046,0.00676724,0.001542398,0.00003597689,0.00002917017,0.00009701007],"genre_scores_gemma":[0.0004553633,0.9984531,0.0003610745,0.0001124066,0.0002174021,0.0001392769,0.00005783006,0.0001778035,0.00002573923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3872257,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07833882303078284,"score_gpt":0.3419006661127238,"score_spread":0.263561843081941,"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."}}