{"id":"W4298088015","doi":"10.1097/prs.0000000000009612","title":"Spotlight in Plastic Surgery: October 2022","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002001043,0.001446755,0.0008567579,0.002813349,0.001716019,0.007888543,0.001189037,0.004582665,0.345896],"category_scores_gemma":[0.006357329,0.0006245271,0.001066809,0.001792704,0.0009417909,0.003910488,0.002088181,0.004014731,0.1869942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920149,"about_ca_system_score_gemma":0.001877075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203578,"about_ca_topic_score_gemma":0.003378123,"domain_scores_codex":[0.9980889,0.0002167296,0.0001576871,0.0002112128,0.001054651,0.0002708123],"domain_scores_gemma":[0.9930511,0.0009251522,0.0004625809,0.0002467726,0.002906854,0.002407608],"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":[0.00004939658,0.00001979761,0.00008901412,0.0001184563,0.000003013932,0.00007189895,0.000005891546,0.00001630174,0.0001321352,0.0004341401,0.9771947,0.02186519],"study_design_scores_gemma":[0.00002485948,0.00003343378,0.0004353855,0.0002636088,0.000002447319,0.0001441449,0.0000250626,0.0000329491,0.00008413824,0.0003395303,0.9986064,0.000008058224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001101141,0.02563556,0.0008011039,0.059242,0.6341218,0.000286018,0.002589438,0.0009067677,0.2753162],"genre_scores_gemma":[0.006159366,0.02232317,0.0007595107,0.04663548,0.3484913,0.0002206335,0.003249202,0.0006127509,0.5715486],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.345896,"threshold_uncertainty_score":0.933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477179029938373,"score_gpt":0.2247847349042824,"score_spread":0.2100129446048986,"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."}}