{"id":"W4290793955","doi":"10.1097/der.0000000000000922","title":"The Patient Perspective","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allergic contact dermatitis; Medicine; Club; Contact dermatitis; Patch testing; Dermatology; Internet privacy; Allergy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009521886,0.001350149,0.0008670126,0.0009452065,0.002613747,0.003100726,0.001765484,0.008831767,0.06775391],"category_scores_gemma":[0.01123089,0.0004298115,0.0007292958,0.0008348504,0.001423925,0.004706958,0.001984083,0.01068763,0.01713998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673268,"about_ca_system_score_gemma":0.002105185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423972,"about_ca_topic_score_gemma":0.002532386,"domain_scores_codex":[0.9987628,0.000390668,0.0000989484,0.0001979286,0.000276335,0.0002733147],"domain_scores_gemma":[0.9956003,0.0015881,0.00033366,0.000155195,0.0008795002,0.001443253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002463457,0.00003040942,0.0008667569,0.0001834245,0.00001136229,0.01787035,0.0001894586,0.0000659978,0.00007601968,0.001590662,0.9551543,0.02393664],"study_design_scores_gemma":[0.00005161097,0.00006700015,0.0009370443,0.001486609,0.0000257882,0.1248797,0.001178284,0.0001713611,0.000118538,0.00410791,0.8669316,0.00004465522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00415503,0.05219716,0.0009229233,0.6308204,0.2193508,0.00006409627,0.0003938835,0.0002630439,0.0918327],"genre_scores_gemma":[0.06465994,0.05136643,0.0008646112,0.6188543,0.1945855,0.00008445619,0.0004617597,0.0002219845,0.06890103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06775391,"threshold_uncertainty_score":0.2266594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008422924244188836,"score_gpt":0.2348785348507928,"score_spread":0.2264556106066039,"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."}}