{"id":"W4290724584","doi":"10.1097/prs.0000000000009560","title":"Impact of Technology on Conjoined Twin Separation: Are We Further Ahead?","year":2022,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Conjoined twins; Medicine; Modalities; Closure (psychology); Multidisciplinary approach; Abdominal wall; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024318,0.0004951065,0.0009398082,0.001362589,0.0002882333,0.001156783,0.0005294409,0.0009811808,0.004284561],"category_scores_gemma":[0.002615521,0.00014745,0.0006314224,0.001553086,0.0005316513,0.001599645,0.000570216,0.001583977,0.00106535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302682,"about_ca_system_score_gemma":0.001223548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187192,"about_ca_topic_score_gemma":0.002146511,"domain_scores_codex":[0.9996213,0.0001001002,0.00006168073,0.00005130751,0.00013767,0.00002796325],"domain_scores_gemma":[0.998447,0.001069913,0.0001534442,0.00002663834,0.0002610155,0.00004206712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004746726,0.00002196431,0.0003215705,0.01993675,0.00009328465,0.0002486585,0.0001037289,0.0002445442,0.0004948687,0.00494268,0.02049568,0.9530488],"study_design_scores_gemma":[0.00001192872,0.0001257078,0.001660115,0.0226383,0.0002663011,0.003766272,0.0003046491,0.0001332406,0.0004756358,0.004663946,0.965924,0.00002986129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009010148,0.9983328,0.00008609276,0.0006817204,0.000274048,0.000001414619,0.000007595533,0.000002526031,0.0005237096],"genre_scores_gemma":[0.0006148622,0.9986542,0.0000901103,0.0002304211,0.000234175,0.000001708931,0.00000849678,8.92723e-7,0.0001651443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004284561,"threshold_uncertainty_score":0.01433331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06553776571127824,"score_gpt":0.3498365201579733,"score_spread":0.2842987544466951,"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."}}