{"id":"W4406563579","doi":"10.1016/j.abdp.2022.09.009","title":"10.1016/j.abdp.2022.09.009","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":"Medicine; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006036886,0.001227022,0.0005016768,0.001881212,0.001050621,0.001629348,0.001083863,0.003643667,0.9469532],"category_scores_gemma":[0.001199512,0.0005493991,0.0006396591,0.000928265,0.000714107,0.001937054,0.001215573,0.00123322,0.9434576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969725,"about_ca_system_score_gemma":0.0009130947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343339,"about_ca_topic_score_gemma":0.003340076,"domain_scores_codex":[0.9997059,0.00002573644,0.00003056301,0.00006649068,0.00007696037,0.00009436281],"domain_scores_gemma":[0.9989962,0.0002078896,0.00009696084,0.00006429183,0.0002048357,0.0004297975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002590395,0.0002578355,0.005425638,0.0004069645,0.00003191694,0.0004894711,0.00005495958,0.0002667003,0.0005376188,0.002466134,0.3431658,0.646638],"study_design_scores_gemma":[0.0001095671,0.0001554069,0.007545885,0.0009227314,0.00003863752,0.004179697,0.0002124618,0.0003460307,0.0004554938,0.002505399,0.9834968,0.00003189309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002191429,0.002728495,0.0007824182,0.003226171,0.0009465013,0.00008380336,0.002287332,0.0008792201,0.9868746],"genre_scores_gemma":[0.006136165,0.001348077,0.001178165,0.00163478,0.0004115779,0.00006114369,0.001700755,0.0001536447,0.9873756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05304676,"threshold_uncertainty_score":0.07566476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005869245818378,"score_gpt":0.2089471473843489,"score_spread":0.1988884549261652,"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."}}