{"id":"W4210692927","doi":"10.1097/jd9.0000000000000227","title":"Basal Cell Carcinoma Excision Guided by Dermoscopy: A Retrospective Study in Macau","year":2022,"lang":"en","type":"article","venue":"International Journal of Dermatology and Venereology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Medicine; Basal cell carcinoma; Surgical excision; Carcinoma; Basal cell; Retrospective cohort study; Surgery; Basal (medicine); Pathology; Internal medicine","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":[0.0001922719,0.0001144799,0.0004306486,0.0003481737,0.00007435826,0.000005138802,0.0002032741,0.00005859591,0.0001925125],"category_scores_gemma":[0.00006709179,0.0001064471,0.00005734052,0.0001033833,0.0001118099,0.00005633175,0.000242411,0.0004639302,0.000001981774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671945,"about_ca_system_score_gemma":0.0001396467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006772259,"about_ca_topic_score_gemma":0.00003593434,"domain_scores_codex":[0.9986146,0.0002360536,0.0004948962,0.0001825872,0.0003064713,0.000165405],"domain_scores_gemma":[0.9992866,0.0001016566,0.000290387,0.00008815695,0.000177103,0.00005611844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009409009,0.000483597,0.982648,0.000005911449,0.0001439028,0.006482915,0.0009091854,0.000006608466,0.0004369155,0.0001053295,0.007628352,0.0002083955],"study_design_scores_gemma":[0.00690858,0.0006955988,0.9617365,0.00001001622,0.00006033478,0.02445421,0.001428067,0.00006863481,0.001101042,0.001022068,0.002416122,0.00009881279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892961,0.001757842,0.0000778255,0.006917576,0.0009383708,0.0001407273,0.00001005616,0.000003627801,0.0008578522],"genre_scores_gemma":[0.9986907,0.00007567312,0.0001731034,0.000835269,0.000096288,0.00001869779,0.000005323281,0.00001061473,0.00009432002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091147,"threshold_uncertainty_score":0.4340785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013327303214601,"score_gpt":0.3085546728873328,"score_spread":0.2952273696727318,"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."}}