{"id":"W4396623229","doi":"10.1055/a-2318-0866","title":"Twelve Steps to Optimize Scar Outcomes in External Rhinoplasty","year":2024,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Rhinoplasty; Patient satisfaction; Fibrous joint; Surgery; Notching; Closure (psychology); Nose","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":[0.001584132,0.0003918693,0.0003407399,0.0004495303,0.0003909337,0.0006249841,0.0002908291,0.0003251335,0.001599231],"category_scores_gemma":[0.002904551,0.0001066557,0.0004524989,0.0002366957,0.0002504947,0.0004512272,0.0004491221,0.00061369,0.0003121786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379795,"about_ca_system_score_gemma":0.0005690852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388734,"about_ca_topic_score_gemma":0.0005665146,"domain_scores_codex":[0.9992921,0.0002391954,0.0001009014,0.00005549086,0.0002150234,0.00009719798],"domain_scores_gemma":[0.9988391,0.0003236716,0.0003913858,0.0001013389,0.0001354993,0.0002090806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002399951,0.00228088,0.136639,0.0008507868,0.0001465032,0.001587211,0.000577956,0.001751187,0.05105355,0.0005489069,0.001259574,0.8009046],"study_design_scores_gemma":[0.0004803014,0.03733031,0.8633863,0.001161655,0.0004511971,0.0212426,0.00333613,0.005096372,0.05476684,0.001893001,0.01071436,0.0001408305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.983041,0.00349043,0.01050898,0.0003832423,0.00007870291,0.0002373073,0.00004594966,0.00009512016,0.00211907],"genre_scores_gemma":[0.9740713,0.001784593,0.02294835,0.0001108637,0.00006970247,0.0001183713,0.00009404967,0.00002536281,0.0007775268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001599231,"threshold_uncertainty_score":0.00837779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660112909002709,"score_gpt":0.3259026828849588,"score_spread":0.2893015537949317,"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."}}