{"id":"W4309842685","doi":"10.1093/asj/sjac305","title":"Response to: What Is Missing From the 2022 Practice Recommendation Updates From the World Consensus Conference on BIA-ALCL?","year":2022,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Consensus conference; MEDLINE; Family medicine; Data science; Internal medicine; Law","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007044742,0.0003568136,0.0006185326,0.000124121,0.0009775247,0.000724759,0.0006171944,0.0002638809,0.03408522],"category_scores_gemma":[0.002769995,0.0001553126,0.0003393647,0.0005666115,0.0004050465,0.0001279712,0.0001721826,0.004243769,0.0002015529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517376,"about_ca_system_score_gemma":0.0006174633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002866118,"about_ca_topic_score_gemma":0.00001523531,"domain_scores_codex":[0.9918941,0.004757382,0.0007955586,0.0005852174,0.001411656,0.0005560496],"domain_scores_gemma":[0.9623238,0.03584782,0.0007889165,0.0005352346,0.0001989376,0.0003053333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001242395,0.00004870344,0.0002309919,8.727713e-7,0.00004474683,0.0006746876,0.0001987056,2.132412e-7,0.00003174711,0.000002515512,0.7295449,0.2679795],"study_design_scores_gemma":[0.0002570239,0.0002463777,0.0006143624,0.000763374,0.0001520797,0.003151887,0.001399646,0.00002412892,0.00003657283,0.001455425,0.9916621,0.000236962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05571595,0.001165027,0.000009788741,0.9392852,0.002939097,0.0002850466,0.0001084594,0.00002615991,0.0004652531],"genre_scores_gemma":[0.005490432,0.00189568,0.0002436791,0.9885602,0.001794654,0.00002180665,0.0003160862,0.00002368663,0.001653778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2677426,"threshold_uncertainty_score":0.9980535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09550561144478062,"score_gpt":0.3277348612595526,"score_spread":0.232229249814772,"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."}}