{"id":"W2161843158","doi":"10.1001/archfacial.2011.66","title":"Carbon Dioxide Laser Treatment for Lentigo Maligna","year":2011,"lang":"en","type":"article","venue":"Archives of Facial Plastic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Carbon dioxide laser; Lentigo maligna; Surgery; Ablation; Laser surgery; Laser; Melanoma; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000553196,0.0001814878,0.000539054,0.0001764994,0.00004416423,0.000002130402,0.0000494439,0.00003525006,0.00004100996],"category_scores_gemma":[0.000388693,0.0001487727,0.00028473,0.00006462473,0.0001896033,0.000025569,0.00003231055,0.00004071864,0.000005518703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002882581,"about_ca_system_score_gemma":0.0001188812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975662,"about_ca_topic_score_gemma":0.00005160056,"domain_scores_codex":[0.9989824,0.00002365446,0.0003200484,0.0002446981,0.000135352,0.0002938725],"domain_scores_gemma":[0.9968113,0.002755483,0.0001092788,0.0002007644,0.00002253467,0.000100651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003494793,0.0005106617,0.9525014,0.0002181068,0.0007813271,0.00009359657,0.002108552,0.000002982871,0.005478595,0.000131674,0.0003623203,0.03431602],"study_design_scores_gemma":[0.001616611,0.0007446743,0.887583,0.000258968,0.000350157,0.00001798332,0.0002108624,0.00005392145,0.1045976,0.0006193955,0.0037059,0.0002409424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881375,0.0002445708,0.0004028693,0.0000414972,0.0009091868,0.0003218039,0.00008189256,0.00003225094,0.009828472],"genre_scores_gemma":[0.998034,0.0001377154,0.001050587,0.00002157847,0.0002034244,0.0001044987,0.00002047621,0.00002479561,0.0004029127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09911903,"threshold_uncertainty_score":0.6066773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661465663507825,"score_gpt":0.2642250866117697,"score_spread":0.2076104299766915,"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."}}