{"id":"W2792628633","doi":"10.1177/2292550317693815","title":"Spontaneously Resolved Macrocystic Lymphatic Malformations: Predictive Variables and Outcomes","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Lymphatic system; Retrospective cohort study; Cyst; Lesion; Surgery; Pathology","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":[0.0003268006,0.000167391,0.0004283229,0.0002090105,0.0005177262,0.0001358994,0.00008290567,0.00008074512,0.0001433248],"category_scores_gemma":[0.006740072,0.0001351678,0.00013173,0.00005605012,0.0001209708,0.0003532561,0.00007327308,0.00007372738,0.00008790804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005312315,"about_ca_system_score_gemma":0.0001242513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004941618,"about_ca_topic_score_gemma":0.00001295193,"domain_scores_codex":[0.9989082,0.00002381227,0.0003627026,0.0001808505,0.0002568804,0.0002675069],"domain_scores_gemma":[0.995796,0.003272222,0.0001897425,0.000490665,0.00009456866,0.0001568638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005733087,0.0003622167,0.9755166,0.001130976,0.00106198,0.001233739,0.000975434,0.00009204893,0.0002088948,0.002780225,0.005567751,0.0104968],"study_design_scores_gemma":[0.001019244,0.00005532835,0.9813388,0.0004265002,0.0004294744,0.001532223,0.0002088336,0.01184877,0.00005303887,0.0002885177,0.002584057,0.000215196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881796,0.0003645522,0.007168403,0.0004364889,0.001012526,0.0002632127,0.00003637327,0.0001118823,0.002426965],"genre_scores_gemma":[0.9985107,0.00009290931,0.0008431666,0.00007068209,0.00009040754,0.0000448035,0.00004850691,0.00001905516,0.00027977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175672,"threshold_uncertainty_score":0.8068983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979085696381714,"score_gpt":0.2545597705134712,"score_spread":0.234768913549654,"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."}}