{"id":"W2059128254","doi":"10.1016/j.fsc.2011.05.008","title":"Laser Treatment of Pigmented Lesions for Asians","year":2011,"lang":"en","type":"review","venue":"Facial Plastic Surgery Clinics of North America","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital","funders":"","keywords":"Melasma; Medicine; Dermatology; Laser treatment; Laser","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001134241,0.0004860969,0.004431841,0.0004494452,0.00007071266,0.000004825393,0.0001413354,0.0002747978,0.0001906177],"category_scores_gemma":[0.001275035,0.0003066797,0.001988427,0.0004291161,0.0003643404,0.00002556944,0.00004404701,0.0001601136,0.00006902814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008419736,"about_ca_system_score_gemma":0.001386324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206319,"about_ca_topic_score_gemma":0.00001404879,"domain_scores_codex":[0.9969804,0.0001234024,0.001673796,0.0004643744,0.000300153,0.0004578874],"domain_scores_gemma":[0.9900158,0.007875479,0.001101976,0.0005072734,0.0002293005,0.0002701663],"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":[0.0002242286,0.00220361,0.005322,0.004776112,0.001373561,0.00007958136,0.0000281429,6.425096e-7,1.825601e-8,0.000001869104,0.001580287,0.9844099],"study_design_scores_gemma":[0.0007034541,0.001639082,0.001441837,0.002912676,0.002705763,0.00002515175,0.00001791741,0.00000876277,8.78771e-7,0.000002173313,0.9903281,0.0002141511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001794409,0.9897418,0.0002976416,0.00001779765,0.001432324,0.002389725,0.003833855,0.00005201008,0.0004404328],"genre_scores_gemma":[0.0003606554,0.9962758,0.0004103181,0.00001200368,0.0001167949,0.0002852337,0.001891988,0.0000583179,0.000588823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887479,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774060838213442,"score_gpt":0.408489473185937,"score_spread":0.2310833893645928,"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."}}