{"id":"W2997574621","doi":"10.1097/der.0000000000000535","title":"Photopatch Testing Among Members of the American Contact Dermatitis Society","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Patch testing; Immunology; Allergy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004410381,0.0001679893,0.0002224198,0.002212093,0.0006261235,0.0006377177,0.000372517,0.0005800267,0.001965344],"category_scores_gemma":[0.01354955,0.0001260951,0.000257766,0.002109395,0.0004101825,0.0008902568,0.0005559418,0.0002982242,0.0003125011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005005348,"about_ca_system_score_gemma":0.0008731002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763824,"about_ca_topic_score_gemma":0.003123004,"domain_scores_codex":[0.9947155,0.002074778,0.0007490335,0.0005481233,0.001657926,0.0002544949],"domain_scores_gemma":[0.9838738,0.005211394,0.006285803,0.0008076666,0.002894107,0.0009272023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004719214,0.00004316513,0.9789367,0.00008417146,0.00002723531,0.0001777851,0.001168022,0.00003368305,0.0004534675,0.00002657894,0.000747654,0.01825436],"study_design_scores_gemma":[0.000005626361,0.0002392262,0.9884226,0.0001871394,0.00003403708,0.002624928,0.003713007,0.0001767341,0.0004279071,0.00004364234,0.004114201,0.00001094319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932126,0.002619353,0.000349102,0.000646978,0.00002782075,0.00005284745,0.0003174887,0.00001514152,0.002758779],"genre_scores_gemma":[0.9975913,0.001424431,0.0003377808,0.0001646771,0.00003024787,0.00003055627,0.0002151739,0.00000309468,0.0002027569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004410381,"threshold_uncertainty_score":0.02332461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297469881382787,"score_gpt":0.2493221436394728,"score_spread":0.226347444825645,"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."}}