{"id":"W4379801367","doi":"10.1055/s-0043-1769807","title":"The Measure of a Scar: Patient Perceptions and Scar Optimization after Skin Cancer Reconstruction","year":2023,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Cosmesis; Patient satisfaction; Surgery; Context (archaeology); Fixation (population genetics); Laser treatment; Laser; Population","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":[0.00198126,0.0001194208,0.0001837828,0.0005161134,0.0002814654,0.0006878377,0.00017977,0.0003409394,0.001939527],"category_scores_gemma":[0.009998162,0.00005120796,0.0002271265,0.0005146171,0.0004225109,0.0005418112,0.0005425173,0.0004665876,0.0001646231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318666,"about_ca_system_score_gemma":0.0002641484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004337299,"about_ca_topic_score_gemma":0.0008880444,"domain_scores_codex":[0.9984714,0.0008461879,0.0001542719,0.00005348368,0.0004123169,0.0000622522],"domain_scores_gemma":[0.9957073,0.001914507,0.001556259,0.000055818,0.0004982345,0.0002677999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008844244,0.0005155131,0.4985534,0.001605201,0.0001413607,0.001293811,0.01674134,0.00064082,0.004464469,0.001103914,0.004342409,0.4697134],"study_design_scores_gemma":[0.00002533869,0.002911585,0.952873,0.0005933652,0.00009924424,0.007392895,0.01936476,0.0009135813,0.001244288,0.0005558845,0.01394756,0.00007855299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966423,0.01367213,0.002043214,0.00244221,0.0001478199,0.0000834688,0.0001384015,0.00003336003,0.01501642],"genre_scores_gemma":[0.9943616,0.003323862,0.001116707,0.0003326045,0.00008680381,0.000025091,0.00004561958,0.000005227296,0.0007024152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198126,"threshold_uncertainty_score":0.01047802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163868259430537,"score_gpt":0.2743612658514816,"score_spread":0.2527225832571762,"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."}}