{"id":"W4210844424","doi":"10.5114/dr.2021.113160","title":"Early diagnosis of basal cell naevus syndrome: genetic predisposition, clinical presentation and treatment","year":2021,"lang":"en","type":"article","venue":"Dermatology Review","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic predisposition; Presentation (obstetrics); Basal Cell Nevus Syndrome; Medicine; Dermatology; Basal cell carcinoma; Pathology; Surgery; Basal cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004500591,0.0001236961,0.0003314634,0.00001445073,0.00003311627,0.000005639651,0.00006988519,0.0001222084,0.00006014663],"category_scores_gemma":[0.00005464215,0.000108866,0.0001401014,0.00006456575,0.0001126198,0.000002227391,0.00006194053,0.00003462159,0.00001083375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003727203,"about_ca_system_score_gemma":0.0001013865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005745478,"about_ca_topic_score_gemma":0.000004442305,"domain_scores_codex":[0.9988266,0.000261038,0.0004071832,0.0003067114,0.0000651615,0.0001333661],"domain_scores_gemma":[0.9993584,0.00003372162,0.0001206944,0.0002943169,0.00009586359,0.00009697885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351951,0.0005450124,0.9682251,0.001606392,0.0002040878,0.0003124415,0.0000218458,0.000002232841,0.001094315,0.00001209551,0.01213677,0.01581619],"study_design_scores_gemma":[0.00116086,0.0004642839,0.9405164,0.0004026203,0.0005509493,0.001309046,0.00001542575,0.00000922867,0.02937629,0.00005401477,0.02591227,0.0002285983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7435394,0.2554762,0.0000936151,0.0004029821,0.00007826227,0.0002414637,0.00002661191,0.000003429016,0.0001380279],"genre_scores_gemma":[0.7285352,0.2700169,0.000611471,0.000459886,0.00002645953,0.00008986291,0.00015773,0.000009573931,0.0000928645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02828197,"threshold_uncertainty_score":0.4439427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336369819917421,"score_gpt":0.2963691686785468,"score_spread":0.2830054704793726,"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."}}