{"id":"W4406571895","doi":"10.1016/j.abdp.2023.05.009","title":"10.1016/j.abdp.2023.05.009","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); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Biology; Medicine; Infectious disease (medical specialty); Outbreak","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":[0.00005432265,0.0001305653,0.0002836722,0.00004105244,0.00007356603,0.00001233203,0.00009099835,0.00005940243,0.994248],"category_scores_gemma":[0.00006629583,0.00009295061,0.00008403007,0.0001837809,0.0000495537,0.00002917597,0.00004568107,0.0001048992,0.9947203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002272036,"about_ca_system_score_gemma":0.00002033447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311406,"about_ca_topic_score_gemma":9.104095e-8,"domain_scores_codex":[0.9991821,0.00001924648,0.0001613001,0.0002065739,0.000177976,0.0002527733],"domain_scores_gemma":[0.9995235,0.0000522707,0.00001629271,0.000204999,0.0000383381,0.0001645866],"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":[0.0001317102,0.00007450761,0.000001343794,0.00001603541,0.0000316567,0.00007240245,0.00001113071,0.000002602019,0.00002390365,0.000001191441,0.5823127,0.4173208],"study_design_scores_gemma":[0.0004341182,0.0002786802,0.0002844148,0.00003025001,0.00004551883,0.00006642103,0.000002476402,0.00003985314,0.00006208119,0.00002071388,0.9986171,0.0001184104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00153603,0.000274632,4.547069e-7,0.005003361,0.000001699948,0.000188419,0.000006614451,0.0001555394,0.9928333],"genre_scores_gemma":[0.0007427645,0.000001771671,0.00005143711,0.001216695,0.00012017,0.00001569092,0.000008262711,0.0000111793,0.997832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4172024,"threshold_uncertainty_score":0.3790416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146793769336686,"score_gpt":0.212244456248681,"score_spread":0.2007765185553142,"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."}}