{"id":"W4406563495","doi":"10.1016/j.abdp.2022.11.033","title":"10.1016/j.abdp.2022.11.033","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pathology; Virology; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005486076,0.000127644,0.0002708711,0.00004079149,0.00007736109,0.00001146466,0.0000907855,0.00005724026,0.9949312],"category_scores_gemma":[0.00006158991,0.00009244886,0.00007848004,0.0001787594,0.00004976983,0.00002955663,0.00004852442,0.00009405478,0.9921566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452145,"about_ca_system_score_gemma":0.00002057543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001604397,"about_ca_topic_score_gemma":2.600715e-7,"domain_scores_codex":[0.9991846,0.00001911702,0.000158289,0.0002068193,0.0001835443,0.0002476202],"domain_scores_gemma":[0.9995297,0.0000520635,0.00001617304,0.00020775,0.00003639887,0.0001579335],"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":[0.0001277328,0.00009821986,0.000007168658,0.00002163159,0.00003180023,0.00006803936,0.00001606044,0.000001819797,0.00003867793,0.000002063264,0.6632903,0.3362965],"study_design_scores_gemma":[0.0004290706,0.0002060676,0.0005309938,0.00002406355,0.0000475097,0.00004844679,0.000002772589,0.00002964589,0.00006688966,0.00001947805,0.9984767,0.0001183339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002725257,0.0002778125,5.739531e-7,0.004922627,0.000001635964,0.0001836063,0.0000067335,0.0001688132,0.9917129],"genre_scores_gemma":[0.0008563778,0.000001695871,0.00004689884,0.001056069,0.0001192486,0.00002726829,0.000009081546,0.00001224138,0.9978711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3361782,"threshold_uncertainty_score":0.3769955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000240969151407,"score_gpt":0.2080685947499864,"score_spread":0.1980661850584723,"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."}}