{"id":"W1989692307","doi":"10.1111/pde.12317","title":"Instrument for Scoring Clinical Outcome of Research for Epidermolysis Bullosa: A Consensus‐Generated Clinical Research Tool","year":2014,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Dermatology Foundation; Dermatology Foundation","keywords":"Medicine; Epidermolysis bullosa simplex; Epidermolysis bullosa; Context (archaeology); Delphi method; Likert scale; Physical therapy; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01734838,0.0002276174,0.0008389203,0.0004351177,0.0003506032,0.00002567982,0.000698831,0.0009597408,0.0000192433],"category_scores_gemma":[0.01839361,0.0002081116,0.0005050942,0.0005156497,0.001151091,0.000003290992,0.0005252768,0.0007145521,0.0000357946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002307935,"about_ca_system_score_gemma":0.0004790551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363232,"about_ca_topic_score_gemma":0.00001707567,"domain_scores_codex":[0.9919001,0.00356805,0.001820532,0.00106275,0.0004212698,0.001227236],"domain_scores_gemma":[0.9916134,0.005314069,0.0002566518,0.0009081099,0.001649875,0.0002578549],"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":[0.001720127,0.00070489,0.9329902,0.0004757947,0.000312564,0.00005593885,0.00002046996,0.000006621805,0.01094879,0.002674165,0.04167208,0.00841833],"study_design_scores_gemma":[0.05581284,0.02485249,0.07708182,0.0001200676,0.001127972,0.005490452,0.00110825,0.0161624,0.2929814,0.01893362,0.5023596,0.003969118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900926,0.001052784,0.004645066,0.001727801,0.0007346531,0.001402824,0.00005224142,0.00001927724,0.0002727909],"genre_scores_gemma":[0.9900806,0.0009487352,0.005621093,0.0001069665,0.001916357,0.000471709,0.0002168387,0.00004949749,0.0005882195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8559084,"threshold_uncertainty_score":0.9898749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2242861786885632,"score_gpt":0.4935334758084347,"score_spread":0.2692472971198716,"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."}}