{"id":"W2023656832","doi":"10.1097/gox.0000000000000145","title":"The “Little AVM”","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Radiological weapon; Radiology; Presentation (obstetrics); Vascular malformation; Medical diagnosis; Sclerotherapy; Radiography","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":[0.0006471825,0.0001451169,0.0003519501,0.00004227497,0.0003427852,0.0001611003,0.0002093582,0.00006222795,0.0005452711],"category_scores_gemma":[0.001359356,0.0000957641,0.0001898811,0.0002799981,0.0001935639,0.0001710507,0.0001650627,0.0001053744,0.0004272888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008092311,"about_ca_system_score_gemma":0.0002093835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000771,"about_ca_topic_score_gemma":0.0000824429,"domain_scores_codex":[0.9988319,0.00008787905,0.0003318253,0.0002208679,0.0002150252,0.0003124836],"domain_scores_gemma":[0.9979774,0.001229843,0.0001208568,0.0003584714,0.000154219,0.0001592159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005197387,0.0001435057,0.396605,0.00007437744,0.0007092279,0.00002864893,0.00007620019,0.00001156908,0.00003567039,0.1177274,0.04935488,0.4347137],"study_design_scores_gemma":[0.001546152,0.0001485949,0.6381705,0.0002865824,0.0002821767,0.001827041,0.0007234761,0.001653274,0.0002014396,0.01203013,0.3426673,0.0004633578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6850988,0.0003144176,0.004224149,0.00153788,0.002502225,0.0009022347,0.00006132921,0.00009426476,0.3052647],"genre_scores_gemma":[0.9975014,0.00003024926,0.001500374,0.000221802,0.0001704761,0.00005068877,0.00002804565,0.00001201851,0.0004849148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342504,"threshold_uncertainty_score":0.5970336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966464227014096,"score_gpt":0.2696208651782268,"score_spread":0.2499562229080858,"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."}}