{"id":"W4298340010","doi":"","title":"Dermacase. Keratoacanthoma.","year":2008,"lang":"fr","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Keratoacanthoma; Computer science; Dermatology; Medicine; World Wide Web; Pathology; Basal cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000255279,0.0003087875,0.000519112,0.0001118421,0.0002832717,0.00001543864,0.0001512551,0.0001796914,0.0004891133],"category_scores_gemma":[0.0002548639,0.0003138493,0.0001645922,0.0003816674,0.0006766051,0.0001469227,0.0001270134,0.0003789323,0.0007408519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004949914,"about_ca_system_score_gemma":0.0001891469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791916,"about_ca_topic_score_gemma":0.00003535351,"domain_scores_codex":[0.9973655,0.00009391225,0.0003811034,0.0004498992,0.000419111,0.001290418],"domain_scores_gemma":[0.9986724,0.0001712738,0.00009806963,0.0004458952,0.0000960642,0.0005163368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009160029,0.0002851016,0.4790845,0.0002546154,0.0004550298,0.004993408,0.0006096561,0.000002651158,0.000005461035,0.0006840234,0.2422955,0.2712385],"study_design_scores_gemma":[0.001253595,0.00002716164,0.6168463,0.000049221,0.0001433251,0.00196001,0.00006399186,0.000007724203,0.001334601,0.0000273581,0.3780862,0.0002004654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3488745,0.4207637,0.000134092,0.02495847,0.01586017,0.002453629,0.0001104936,0.0001791571,0.1866658],"genre_scores_gemma":[0.8928037,0.01222695,0.0003071481,0.001917831,0.004642663,0.001855618,0.000008608187,0.00006155718,0.08617592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5439292,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05260722213749357,"score_gpt":0.2489194587712464,"score_spread":0.1963122366337529,"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."}}