{"id":"W3084103419","doi":"10.1097/der.0000000000000624","title":"Effectiveness of Support Groups for Patients With Contact Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; 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":[0.002523223,0.0003954181,0.000495019,0.0005633502,0.0007534534,0.0005505334,0.0005467987,0.0007309943,0.007469144],"category_scores_gemma":[0.01456775,0.0001151387,0.0006820286,0.0003448152,0.0002407569,0.0006349788,0.0008637457,0.0006973739,0.0003880053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160606,"about_ca_system_score_gemma":0.000686434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036633,"about_ca_topic_score_gemma":0.0007425072,"domain_scores_codex":[0.9976585,0.001621923,0.0001401579,0.0001074916,0.0003049246,0.0001670578],"domain_scores_gemma":[0.9921245,0.004727868,0.00104456,0.0002126691,0.0002570156,0.001633398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0160726,0.02128379,0.0601675,0.003004278,0.0006885749,0.0006477603,0.002440323,0.0005887725,0.001417247,0.000217415,0.005776688,0.887695],"study_design_scores_gemma":[0.0363802,0.3170508,0.5688933,0.005469313,0.003647267,0.004631383,0.01257579,0.004387783,0.003954683,0.001877736,0.04100246,0.000129335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820479,0.005699555,0.0002962435,0.001886616,0.000212005,0.0007012849,0.00009010152,0.00005835745,0.009007945],"genre_scores_gemma":[0.9960386,0.001500292,0.001108708,0.000209074,0.000230553,0.0004070715,0.00007220361,0.000003424089,0.0004300111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007469144,"threshold_uncertainty_score":0.0249868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00897613106353513,"score_gpt":0.2289573179058676,"score_spread":0.2199811868423325,"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."}}