{"id":"W4396828020","doi":"10.7759/cureus.60057","title":"Knowledge and Practice of Scar Treatment Among Health Care Physicians in Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypertrophic scar; Scars; Clinical Practice; Wound care; Hypertrophic scars; Health care; Silicone; Surgery; Physical therapy","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":[0.000874591,0.0000995719,0.00013507,0.0004920642,0.0006725095,0.0005737405,0.0002773741,0.0004124356,0.00231006],"category_scores_gemma":[0.003531865,0.0001042707,0.00009361547,0.0006573836,0.0004006884,0.0004862452,0.0004806075,0.0002405678,0.0001649094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229279,"about_ca_system_score_gemma":0.001989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02682593,"about_ca_topic_score_gemma":0.02430211,"domain_scores_codex":[0.9993153,0.000231016,0.00008950372,0.00008814232,0.0001550738,0.0001210156],"domain_scores_gemma":[0.9956101,0.001336277,0.00181584,0.0001017348,0.0006159358,0.0005200598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007440853,0.0001246633,0.9192227,0.0004411229,0.00001983527,0.0006907884,0.02370024,0.00008018548,0.0007774565,0.0002507208,0.001314402,0.0533035],"study_design_scores_gemma":[0.00001408249,0.0002581813,0.9317408,0.000558447,0.00002048469,0.001790006,0.05653934,0.000385704,0.0003261026,0.0001282154,0.008217683,0.00002086606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952141,0.001827615,0.00006444116,0.001305347,0.00001201099,0.00001261156,0.00007779169,0.0000023694,0.001483725],"genre_scores_gemma":[0.9978929,0.001332454,0.0001535144,0.0003453802,0.00001044997,0.000006736549,0.00003333329,4.99819e-7,0.0002247152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02682593,"threshold_uncertainty_score":0.0533396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466862390525641,"score_gpt":0.4086508049875573,"score_spread":0.3619645659349932,"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."}}