{"id":"W1983431442","doi":"10.1111/j.1524-4725.2012.02482.x","title":"Epidemiology of Dermatofibrosarcoma Protuberans in Alberta, Canada, from 1988 to 2007","year":2012,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Dermatofibrosarcoma protuberans; Incidence (geometry); Medicine; Epidemiology; Trunk; Population; Cancer registry; Demography; Young adult; Gerontology; Dermatology; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003314679,0.0002214678,0.00112215,0.000182326,0.00002952348,8.2414e-7,0.00007823815,0.0001429398,0.0002646361],"category_scores_gemma":[0.0009192054,0.0001730647,0.0001578707,0.0002517436,0.0000499099,0.00006202794,0.00004418295,0.0001232772,0.00007606815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450002,"about_ca_system_score_gemma":0.0003022329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.664179,"about_ca_topic_score_gemma":0.2152649,"domain_scores_codex":[0.9978507,0.0002577394,0.0007819566,0.000258062,0.0001715066,0.0006800445],"domain_scores_gemma":[0.9938577,0.005228225,0.0001481052,0.000380044,0.00004257557,0.0003433124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007096233,0.0004370651,0.9632457,0.00004534027,0.00007233204,0.0002505744,0.0001130902,0.000002790083,0.00001319119,0.0001642052,0.03447842,0.001106273],"study_design_scores_gemma":[0.0003950488,0.00001135949,0.983119,0.0001256417,0.00004234804,0.0003331581,0.00007340388,0.00001625417,0.003113483,0.00007302732,0.0125438,0.0001534532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856035,0.005007566,0.0000158163,0.007436637,0.0004025348,0.0005247898,0.00003292719,0.00001996,0.000956265],"genre_scores_gemma":[0.9904131,0.00005031781,0.0006465887,0.008451154,0.00006853678,0.0002138113,0.00009985034,0.00001782563,0.00003877815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4489141,"threshold_uncertainty_score":0.7990544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321621350271073,"score_gpt":0.2864562175414443,"score_spread":0.2432400040387336,"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."}}