{"id":"W2113716740","doi":"10.1016/j.fsc.2011.05.005","title":"YSGG 2790-nm Superficial Ablative and Fractional Ablative Laser Treatment","year":2011,"lang":"en","type":"article","venue":"Facial Plastic Surgery Clinics of North America","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; Regional Municipality of Niagara","funders":"","keywords":"Ablative case; Medicine; Dermatology; Scars; Laser; Acne scars; Laser therapy; Acne; Surgery; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050995,0.0002530142,0.0007988985,0.0002048561,0.0001315897,0.000008697861,0.00005189996,0.0001098512,0.0007580608],"category_scores_gemma":[0.00105388,0.0001797551,0.0002216026,0.0002642186,0.0005375452,0.0001078576,0.00004403894,0.0001942153,0.0001085753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005917959,"about_ca_system_score_gemma":0.0004152928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003062203,"about_ca_topic_score_gemma":0.00005409042,"domain_scores_codex":[0.9982269,0.0000929549,0.0005788527,0.0003726463,0.0003706081,0.000358005],"domain_scores_gemma":[0.9952917,0.003815091,0.00023627,0.0001860147,0.0002029201,0.000267965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00199554,0.001242706,0.9207861,0.0000234006,0.0005965024,0.0002556269,0.0005767342,0.00001252279,0.000004481508,0.00000964075,0.0007518207,0.07374497],"study_design_scores_gemma":[0.001102348,0.001517466,0.9822844,0.0000421265,0.000204412,0.00003461964,0.0003034357,0.0002516425,0.00009744405,0.00005401071,0.01391929,0.000188771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959291,0.0001214725,0.0001798325,0.00007745173,0.0005986881,0.0002889924,0.0002837573,0.00003658927,0.002484152],"genre_scores_gemma":[0.9981513,0.0006798669,0.0003843355,0.0001162619,0.0001443857,0.00003150479,0.0001708412,0.0000195603,0.0003019546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07355619,"threshold_uncertainty_score":0.8300233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07560873122671559,"score_gpt":0.3237111369484369,"score_spread":0.2481024057217213,"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."}}