{"id":"W4281684063","doi":"10.1093/asj/sjac133","title":"2022 Practice Recommendation Updates From the World Consensus Conference on BIA-ALCL","year":2022,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Delphi method; Likert scale; MEDLINE; Family medicine; Interquartile range; Breast implant; Surgery; Implant; Statistics","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":[0.1433486,0.002516341,0.005027052,0.02082089,0.003791828,0.009754893,0.01070475,0.02035907,0.02801993],"category_scores_gemma":[0.3034771,0.002447201,0.01202977,0.01221376,0.002399872,0.009637419,0.0107787,0.01333113,0.02643333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353741,"about_ca_system_score_gemma":0.0545815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995166,"about_ca_topic_score_gemma":0.009705823,"domain_scores_codex":[0.8600544,0.05452803,0.04869452,0.003438442,0.02891895,0.004365665],"domain_scores_gemma":[0.6062065,0.08128638,0.04035774,0.007430457,0.2516876,0.01303122],"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":[0.0001428817,0.0001184021,0.000897687,0.03112959,0.0002359844,0.0002488735,0.0007768709,0.0002701198,0.0004390258,0.002642919,0.7737526,0.1893451],"study_design_scores_gemma":[0.0002939584,0.0001163542,0.001725448,0.08768391,0.0004151215,0.0004592536,0.001165821,0.000226925,0.0003166884,0.004807067,0.9026758,0.0001134992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001871556,0.1345598,0.01840186,0.6424075,0.1085191,0.02120456,0.01253776,0.0008677241,0.05963004],"genre_scores_gemma":[0.02374683,0.2862047,0.2284043,0.2752818,0.03562688,0.06313277,0.04158306,0.001129926,0.04488967],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1433486,"threshold_uncertainty_score":0.7581091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430937473628607,"score_gpt":0.3617057199021911,"score_spread":0.2186119725393304,"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."}}