{"id":"W2016561937","doi":"10.1159/000248540","title":"Multiple Clustered Dermatofibromas","year":2009,"lang":"en","type":"article","venue":"Dermatologica","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Hydroxylysine; Lesion; Hydroxyproline; Pathology; Thigh; Amino acid; Fibroma; Anatomy; Medicine; Biology; Chemistry; Endocrinology; Biochemistry; Lysine","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":[0.00002534918,0.0001440398,0.0002941819,0.00005747649,0.00008003588,0.00001803657,0.00006473574,0.00009146275,0.0001223006],"category_scores_gemma":[0.00005366064,0.0001001716,0.0001229814,0.0001102892,0.00002857243,0.00004641396,0.00001854649,0.00007784621,0.0003604936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497332,"about_ca_system_score_gemma":0.00001524401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003548145,"about_ca_topic_score_gemma":0.000001133994,"domain_scores_codex":[0.9991667,0.00002681675,0.0002017672,0.0002090054,0.000143693,0.0002520738],"domain_scores_gemma":[0.9994251,0.00007507359,0.0000468706,0.0002811034,0.00003323518,0.0001386632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631661,0.001781481,0.92252,0.0000355515,0.00009744435,0.003285063,0.0001938525,0.000001709941,0.002248558,0.001067191,0.03432069,0.03428529],"study_design_scores_gemma":[0.002887393,0.0001942853,0.930133,0.00004939794,0.00008142293,0.003574189,0.00004744756,0.000345323,0.01416827,0.0005646916,0.04777993,0.0001746274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703642,0.001679577,0.00004976711,0.01209901,0.00005557216,0.0003649569,0.000003936638,0.0002569106,0.01512611],"genre_scores_gemma":[0.9908757,0.0001078439,0.00244265,0.006399311,0.0000281521,0.00002411718,0.00003545869,0.000007410402,0.00007934725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411066,"threshold_uncertainty_score":0.4633536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265933775554019,"score_gpt":0.2768593330108569,"score_spread":0.250265955455455,"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."}}