{"id":"W2909607504","doi":"","title":"Numerous asymptomatic dermal cysts: Diagnosis and treatment of steatocystoma multiplex.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Asymptomatic; Cryotherapy; Dermatology; Surgery","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":[0.00005219137,0.0001074895,0.0002679561,0.00007532022,0.00005094748,0.000007765511,0.00003189914,0.00003967553,0.00005568622],"category_scores_gemma":[0.00005871741,0.00008104774,0.00006293153,0.0001055707,0.000127089,0.00003760402,0.00001780656,0.0000253405,0.00001003197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043757,"about_ca_system_score_gemma":0.00002563202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106973,"about_ca_topic_score_gemma":0.0001083105,"domain_scores_codex":[0.9992594,0.00002096055,0.0001885171,0.000165854,0.0001358803,0.0002293855],"domain_scores_gemma":[0.9994189,0.0000969527,0.00004985141,0.0002200529,0.00004188776,0.0001724084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002134727,0.0005640843,0.4706102,0.00007771408,0.0001957935,0.00006965263,0.001055873,3.255647e-7,0.00007644571,0.0000538739,0.000927501,0.5261551],"study_design_scores_gemma":[0.002918708,0.0004457592,0.984589,0.00003408324,0.0001768135,0.0001953036,0.00006898414,0.00009088546,0.005859031,0.00002254472,0.005514428,0.00008445908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953727,0.0007040038,0.00001764283,0.0005210618,0.0001256198,0.001046751,0.00001746842,0.00004505129,0.002149674],"genre_scores_gemma":[0.9966964,0.0001942295,0.0002123487,0.0001176088,0.0002292251,0.002136893,0.000005047563,0.00001467752,0.0003936432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260706,"threshold_uncertainty_score":0.3305031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449305582554552,"score_gpt":0.271175384659246,"score_spread":0.2366823288337004,"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."}}