{"id":"W3141057113","doi":"10.1111/cod.13856","title":"Inter‐rater variability in patch test readings and final interpretation using store‐forward teledermatology","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Teledermatology; Patch test; Patch testing; Medicine; Confidence interval; Test (biology); Dermatology; Surgery; Internal medicine; Contact dermatitis; Allergy; Telemedicine","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":[0.0001481436,0.0001162648,0.000284607,0.0001122878,0.00004360912,0.00004564158,0.00003194649,0.00007914229,0.0003798286],"category_scores_gemma":[0.000426616,0.0001191261,0.00004295896,0.0001232689,0.00003061581,0.0001177597,0.0000617389,0.0001605317,0.0000210569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725809,"about_ca_system_score_gemma":0.00005342055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090137,"about_ca_topic_score_gemma":0.0004170428,"domain_scores_codex":[0.9990807,0.0001094254,0.0003153803,0.000237051,0.00008675564,0.0001706876],"domain_scores_gemma":[0.9993965,0.0002083341,0.00006642811,0.0001721539,0.0000818288,0.00007474938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236452,0.0002724463,0.9289351,0.0007833583,0.0001020527,0.002846535,0.003414561,0.000003396857,0.01681636,0.0004265395,0.001398532,0.04487747],"study_design_scores_gemma":[0.00703328,0.0006361899,0.7522098,0.001598688,0.000491598,0.02986213,0.002947416,0.1234489,0.03296254,0.0009949165,0.04693285,0.0008816567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808556,0.00007708175,0.01250501,0.001341645,0.0002727374,0.0002637425,0.000006653237,0.00003909208,0.004638375],"genre_scores_gemma":[0.9971673,0.00003853333,0.0006399088,0.001755927,0.00002958299,0.00001416057,0.00002225199,0.0000118791,0.0003203794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767253,"threshold_uncertainty_score":0.4857823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457965789443175,"score_gpt":0.2620037342630669,"score_spread":0.2474240763686352,"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."}}