{"id":"W2782337790","doi":"","title":"Classificatie van vaatlaesies, de ISSVA-classificatie.","year":2016,"lang":"nl","type":"article","venue":"Nederlands tijdschrift voor dermatologie en venereologie/Nederlands tijdschrift voor dermatologie & venereologie","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Computer science","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005318559,0.005874167,0.007764576,0.001459352,0.007150808,0.001659147,0.01074059,0.008702748,0.003680744],"category_scores_gemma":[0.01342424,0.004298076,0.003343712,0.004069584,0.01027883,0.003057494,0.004283132,0.004576589,0.007683852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460157,"about_ca_system_score_gemma":0.005440794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102184,"about_ca_topic_score_gemma":0.003035636,"domain_scores_codex":[0.9623113,0.008615841,0.006425246,0.006742225,0.004039655,0.01186572],"domain_scores_gemma":[0.9746067,0.01063906,0.004534293,0.005162007,0.001900179,0.003157747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0021502,0.003176454,0.467834,0.001253235,0.004005988,0.004996977,0.008531894,0.0001299677,0.006498693,0.05396768,0.3739234,0.07353149],"study_design_scores_gemma":[0.01272523,0.001763293,0.05325484,0.001777005,0.002305271,0.001931821,0.02706535,0.0005591786,0.01414344,0.01822068,0.8557284,0.01052545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4743199,0.05623677,0.009329939,0.2139616,0.02011423,0.009719945,0.002637846,0.01552588,0.1981539],"genre_scores_gemma":[0.9122801,0.05240795,0.002590115,0.004561599,0.002738251,0.001787363,0.00053868,0.0005906348,0.02250531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.481805,"threshold_uncertainty_score":0.9993773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274241322829088,"score_gpt":0.3057559573184609,"score_spread":0.2730135440901701,"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."}}