{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03876042,0.0004601166,0.0005759842,0.0008997601,0.0002888991,0.0008530843,0.0006479961,0.0005106048,0.001223844],"category_scores_gemma":[0.07276344,0.0001873873,0.0006948122,0.0005824269,0.0007285668,0.0006455948,0.0009820692,0.0004382431,0.0005408347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917793,"about_ca_system_score_gemma":0.0002304355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008317057,"about_ca_topic_score_gemma":0.0007200341,"domain_scores_codex":[0.9634248,0.01934563,0.004910708,0.003803585,0.007874774,0.0006405669],"domain_scores_gemma":[0.8584659,0.1005161,0.0177622,0.0109053,0.01165757,0.0006928739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002334425,0.0001823805,0.9429162,0.0004107987,0.001026552,0.0001643912,0.002800653,0.0008447841,0.005031934,0.0001514357,0.0008582094,0.04327826],"study_design_scores_gemma":[0.00008392735,0.001351579,0.9830536,0.0001077861,0.0004115051,0.001517493,0.0006293864,0.004143009,0.006981248,0.0003307612,0.001346453,0.00004313614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799867,0.001484777,0.01519402,0.00008703637,0.00008768974,0.000232823,0.0004795546,0.000117641,0.002329626],"genre_scores_gemma":[0.9973899,0.00008473839,0.001921595,0.00003020152,0.0000365527,0.00009270682,0.0002393218,0.0000265288,0.0001784723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03876042,"threshold_uncertainty_score":0.2049872,"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."}}