{"id":"W4406571851","doi":"10.1016/j.abdp.2023.02.021","title":"10.1016/j.abdp.2023.02.021","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); Virology; Biology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Humanities; Medicine; Philosophy","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":[0.00005703975,0.0001331758,0.0002885101,0.00004083068,0.000077003,0.00001297166,0.00009156933,0.00006041536,0.9959344],"category_scores_gemma":[0.0000716908,0.00009654725,0.0000845797,0.0001917015,0.00005168052,0.00003069261,0.00004953977,0.0001069759,0.9951941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325395,"about_ca_system_score_gemma":0.00002203332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001372337,"about_ca_topic_score_gemma":1.370441e-7,"domain_scores_codex":[0.9991576,0.00002073084,0.0001661249,0.0002154113,0.0001809178,0.000259184],"domain_scores_gemma":[0.9995037,0.0000559797,0.00001655271,0.0002147179,0.0000419676,0.0001671275],"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":[0.0001579254,0.00009707487,0.000003734032,0.00002040988,0.00004156486,0.00008006347,0.00001628027,0.000002436648,0.00003051145,0.000001548667,0.6181479,0.3814006],"study_design_scores_gemma":[0.0004365766,0.0002381927,0.0005346618,0.00003131754,0.00004751091,0.0000541321,0.000003145946,0.00003012828,0.00006869666,0.00002001681,0.9984124,0.000123241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001944117,0.000293655,4.771705e-7,0.004589378,0.000001628176,0.0001831061,0.000007114048,0.0001459126,0.9928346],"genre_scores_gemma":[0.001008642,0.00000170506,0.00006444102,0.001138404,0.0001283134,0.00002712317,0.00000940516,0.00001177998,0.9976102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3812773,"threshold_uncertainty_score":0.3937083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108501832539807,"score_gpt":0.2085058457990109,"score_spread":0.1976556625450302,"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."}}