{"id":"W4382141853","doi":"10.1002/jvc2.156","title":"Atopic eczema patients and healthcare professionals join forces in Malta","year":2023,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Atopic dermatitis; Join (topology); Health professionals; Medicine; Session (web analytics); Foundation (evidence); Health care; Plenary session; Family medicine; Medical education; Dermatology; Political science; Library science; Business; Computer science","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":[0.001046685,0.0003058985,0.0003232799,0.0004877416,0.00879499,0.003228988,0.0005717776,0.001137275,0.009752807],"category_scores_gemma":[0.002395919,0.0003265416,0.000200786,0.0009043756,0.001309609,0.001389293,0.003466007,0.001770953,0.000661757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003575213,"about_ca_system_score_gemma":0.005064605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05647983,"about_ca_topic_score_gemma":0.0948839,"domain_scores_codex":[0.9982789,0.0006124373,0.00005323696,0.00008757841,0.0001173741,0.0008506272],"domain_scores_gemma":[0.9975027,0.0002802847,0.0004628466,0.00003714932,0.0002127516,0.001504255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003611464,0.001448667,0.6312653,0.0004913957,0.00007945525,0.01011493,0.2637548,0.0000566216,0.001633289,0.002324004,0.03761794,0.0508524],"study_design_scores_gemma":[0.00004569613,0.000300697,0.2306482,0.0003925209,0.00003145316,0.002255397,0.7188642,0.00008360644,0.0002354993,0.00030824,0.04679891,0.0000356581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9745979,0.001805873,0.00004107287,0.01532112,0.0001596333,0.00006495268,0.00009740272,0.000006866899,0.007905184],"genre_scores_gemma":[0.991702,0.001839951,0.00006303832,0.003350139,0.0001114335,0.0000522613,0.00006220725,0.00000491873,0.002813998],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05647983,"threshold_uncertainty_score":0.1123022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07834706096010066,"score_gpt":0.4889144154108785,"score_spread":0.4105673544507779,"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."}}