{"id":"W4214841764","doi":"10.2196/36906","title":"Confocal Microscopy and its Role in Teledermatology: Diagnosis of Basal Cell Carcinoma in a Clinical Setting","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Teledermatology; Medicine; Medical diagnosis; Basal cell carcinoma; Dermatoscopy; Medical physics; Telemedicine; Dermatology; Pathology; Radiology; Basal cell; Health care; Melanoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453254,0.0003126882,0.0002939381,0.0009986593,0.000453259,0.0008335031,0.0006970157,0.0008217045,0.003817793],"category_scores_gemma":[0.003738326,0.0002064896,0.000180018,0.000496169,0.0008964391,0.000781327,0.0007648458,0.0006922467,0.0005768253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006893198,"about_ca_system_score_gemma":0.0004588057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137017,"about_ca_topic_score_gemma":0.001405121,"domain_scores_codex":[0.9985123,0.0008047452,0.00007988774,0.0002146387,0.0003078636,0.00008055125],"domain_scores_gemma":[0.9969683,0.00144767,0.0005223126,0.0002213611,0.0005547437,0.0002855755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002304918,0.001052708,0.4795513,0.001092174,0.00008288106,0.006102795,0.001437173,0.0009628938,0.1458497,0.001622103,0.003706003,0.3562354],"study_design_scores_gemma":[0.000189119,0.005575744,0.7485366,0.0006817993,0.0002078118,0.09521137,0.004498828,0.01219062,0.1007152,0.00183747,0.0301843,0.0001709806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302934,0.02874369,0.01982291,0.00274639,0.0001377337,0.000313347,0.0001905631,0.0002984787,0.01745345],"genre_scores_gemma":[0.9826459,0.003283926,0.01290134,0.0003365724,0.00009960167,0.00009122852,0.00003860354,0.00001445584,0.0005884527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003817793,"threshold_uncertainty_score":0.0129742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173708479133405,"score_gpt":0.3089835510464269,"score_spread":0.2916127031330864,"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."}}