{"id":"W4387115469","doi":"10.1097/prs.0000000000010836","title":"Spotlight in Plastic Surgery: October 2023","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plastic surgery; Medicine; Reconstructive surgery; Specialty; Breast cancer; General surgery; Surgery; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122636,0.001449421,0.0008810418,0.002586746,0.001760926,0.007206583,0.001376523,0.005849492,0.279987],"category_scores_gemma":[0.008505687,0.0006226437,0.001256996,0.001505584,0.001034855,0.003707034,0.001932846,0.004915341,0.1587911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227984,"about_ca_system_score_gemma":0.00239068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795041,"about_ca_topic_score_gemma":0.004187613,"domain_scores_codex":[0.9977871,0.0002606764,0.0001981288,0.0002400868,0.001210805,0.0003031563],"domain_scores_gemma":[0.9918764,0.001105643,0.0004798827,0.0002543958,0.003786847,0.002496757],"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":[0.00002846023,0.0000119133,0.00005595956,0.0001088202,0.000002617186,0.00006405776,0.000005779709,0.00001349818,0.00009734609,0.0004136998,0.9829111,0.01628683],"study_design_scores_gemma":[0.00001270645,0.00002034985,0.0002925005,0.0002683482,0.000002418703,0.0001211662,0.00002611054,0.00002498123,0.00006033665,0.0003348354,0.9988293,0.000006945484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004746158,0.02332267,0.0005414698,0.07187994,0.7668107,0.0001417773,0.001057366,0.0006231647,0.1351483],"genre_scores_gemma":[0.004779877,0.03080785,0.000785703,0.0736498,0.4716564,0.0001670814,0.001692632,0.0005251713,0.4159355],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.279987,"threshold_uncertainty_score":0.9366499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829070770770553,"score_gpt":0.2809210311087864,"score_spread":0.2426303234010808,"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."}}