{"id":"W4412610773","doi":"10.1093/skinhd/vzaf042","title":"Fully ablative CO2 laser therapy for rhinophyma: long-term efficacy, safety and insights from an artificial intelligence-assisted predictive model in a large cohort","year":2025,"lang":"en","type":"article","venue":"Skin Health and Disease","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Rhinophyma; Ablative case; Term (time); Rescue therapy; Cohort; Medicine; Artificial intelligence; Computer science; Surgery; Internal medicine; Radiation therapy; Rosacea; Dermatology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003236419,0.0004192767,0.0005959569,0.0003900033,0.0003436483,0.0007925414,0.0004484815,0.0004175193,0.0009790093],"category_scores_gemma":[0.005923722,0.000208112,0.0009702421,0.0003124514,0.0003324363,0.0004530047,0.000506057,0.0009190859,0.0002841119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417668,"about_ca_system_score_gemma":0.0005017287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295564,"about_ca_topic_score_gemma":0.001980523,"domain_scores_codex":[0.9994513,0.0002376123,0.0000405851,0.000126552,0.00009519511,0.00004861645],"domain_scores_gemma":[0.995748,0.002826623,0.000401792,0.0004768631,0.0003209176,0.0002257556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003746142,0.003295527,0.9203653,0.00009330436,0.0007592659,0.0007180363,0.0004336888,0.02308597,0.002061102,0.0001483867,0.001593545,0.0436997],"study_design_scores_gemma":[0.0003678335,0.01533692,0.4734337,0.00008696885,0.0009339222,0.001597926,0.0009069253,0.5022569,0.002690087,0.0006722823,0.001619127,0.00009738415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986077,0.0001653405,0.0008972168,0.00005021429,0.000007426553,0.00002086833,0.0001369716,0.00001002611,0.0001044354],"genre_scores_gemma":[0.9987414,0.0001304272,0.0005283815,0.00002026709,0.0000107696,0.00002715646,0.0004037699,0.000006210661,0.0001316525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236419,"threshold_uncertainty_score":0.01711601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256538410764131,"score_gpt":0.3410561115804753,"score_spread":0.318490727472834,"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."}}