{"id":"W1562155606","doi":"","title":"Tomografia de coerência óptica no diagnóstico do carcinoma basocelular","year":2013,"lang":"pt","type":"article","venue":"Surgical & Cosmetic Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Basal cell carcinoma; Optical coherence tomography; Radiology; Dermatology; Basal cell; Pathology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000421435,0.0009966715,0.002500832,0.0003619701,0.0003727093,0.0001365641,0.0006834193,0.0008936607,0.01251167],"category_scores_gemma":[0.00108039,0.0009137744,0.0005997888,0.0007240705,0.001473653,0.0001521526,0.000639829,0.00123716,0.01645955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078003,"about_ca_system_score_gemma":0.0006599795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004775302,"about_ca_topic_score_gemma":0.00002500417,"domain_scores_codex":[0.9929392,0.0008867782,0.001435875,0.001304943,0.0008287755,0.002604394],"domain_scores_gemma":[0.9936239,0.002726564,0.0003521281,0.001326488,0.0006817861,0.001289198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003343439,0.000796305,0.8462802,0.0009079596,0.0008367407,0.01690331,0.0008573828,0.00000254168,0.0001198501,0.004271296,0.1233802,0.005309916],"study_design_scores_gemma":[0.0117514,0.001264584,0.6609171,0.0007215025,0.002228176,0.02182345,0.001105159,0.002914852,0.001026582,0.002460468,0.2916981,0.002088635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872341,0.03007966,0.0002810624,0.01225785,0.003549282,0.002169966,0.00007471655,0.0002445969,0.06410874],"genre_scores_gemma":[0.9904873,0.001638105,0.0006556418,0.001863765,0.0008688921,0.0005728782,0.0000435343,0.0001564095,0.003713443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1853631,"threshold_uncertainty_score":0.9993313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089063173102092,"score_gpt":0.2645255335846593,"score_spread":0.2536349018536384,"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."}}