{"id":"W4316465705","doi":"10.33545/26649411.2023.v6.i1a.122","title":"Evaluation of safety and efficacy of fractional CO2 laser in treatment of post traumatic atrophic scars","year":2023,"lang":"en","type":"article","venue":"International Journal of Dermatology Venereology and Leprosy Sciences","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tanta University","keywords":"Medicine; Venereology; Scars; Outpatient clinic; Patient satisfaction; Disfigurement; Surgery; Dermatology; Hyperpigmentation; Prospective cohort study; Internal medicine","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":[0.00175803,0.000208947,0.0005478327,0.0002815685,0.0002061066,0.0002309289,0.0003040684,0.000437697,0.00171273],"category_scores_gemma":[0.002321483,0.0001074696,0.0005713814,0.0001925871,0.0003410205,0.0003165709,0.0001168033,0.000462034,0.0001071418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037729,"about_ca_system_score_gemma":0.0003850145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700343,"about_ca_topic_score_gemma":0.0002484292,"domain_scores_codex":[0.9987726,0.000649557,0.0001237941,0.00009468802,0.0002892222,0.00007012673],"domain_scores_gemma":[0.9973465,0.001255511,0.0009347497,0.00009513042,0.0002190634,0.0001489879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3198361,0.04457903,0.05170763,0.008360731,0.001519417,0.000685456,0.0005094114,0.0009112429,0.07475018,0.0003588101,0.000667923,0.4961139],"study_design_scores_gemma":[0.01431799,0.8854545,0.0721183,0.0003161698,0.0009255933,0.00137374,0.000318747,0.001019923,0.02150149,0.0001530465,0.002469887,0.00003052289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904102,0.008154528,0.0003513854,0.0001139535,0.00005382717,0.0002995863,0.00004923807,0.000006882167,0.0005605054],"genre_scores_gemma":[0.996698,0.002112964,0.000559899,0.00008192032,0.0001271871,0.0001417719,0.00003899724,0.00000182099,0.0002373687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00175803,"threshold_uncertainty_score":0.009297431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688369984412657,"score_gpt":0.4079410637183771,"score_spread":0.3391040652771115,"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."}}