{"id":"W4377231573","doi":"10.1007/978-3-031-27632-3_6","title":"Scar Revision","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scars; Materials science; Thulium; Laser; Texture (cosmology); Optics; Optoelectronics; Medicine; Dermatology; Computer science; Surgery; Physics; Artificial intelligence","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":[0.0005405487,0.0005686163,0.0003693478,0.0008439979,0.0007719639,0.001023793,0.0007138345,0.001087049,0.1779223],"category_scores_gemma":[0.001569584,0.0001529256,0.0006525211,0.0002884733,0.0003951692,0.0007829063,0.0008571412,0.002496184,0.05428059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375647,"about_ca_system_score_gemma":0.0007002886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008938011,"about_ca_topic_score_gemma":0.002351036,"domain_scores_codex":[0.9996542,0.00004068953,0.0000144922,0.00004328797,0.0001908829,0.00005643237],"domain_scores_gemma":[0.999487,0.0001156193,0.00002903518,0.00009054463,0.0001711515,0.0001065432],"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":[0.000081103,0.0001165095,0.0002904383,0.0002306922,0.000009638235,0.002535401,0.0001204037,0.0001571067,0.002359167,0.01137222,0.4331158,0.5496116],"study_design_scores_gemma":[0.00001445018,0.00005548476,0.0006079828,0.0002617159,0.000008760314,0.01045145,0.00009560986,0.0001397307,0.0008023452,0.003330232,0.9842225,0.000009722228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004236777,0.01445697,0.009559829,0.006465004,0.01288297,0.0001862869,0.0003744125,0.000728474,0.9511093],"genre_scores_gemma":[0.01489431,0.00455937,0.003069998,0.004536742,0.001941155,0.0000605455,0.0002790916,0.0002202971,0.9704384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1779223,"threshold_uncertainty_score":0.5952095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08723483314001974,"score_gpt":0.3576193704092614,"score_spread":0.2703845372692417,"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."}}