{"id":"W4406563487","doi":"10.1016/j.abdp.2022.09.017","title":"10.1016/j.abdp.2022.09.017","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; 2019-20 coronavirus outbreak; Pathology; Infectious disease (medical specialty); Outbreak; Disease","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":[0.0006503698,0.001053254,0.0004597536,0.001772738,0.001130795,0.002075855,0.001025809,0.004050702,0.9478295],"category_scores_gemma":[0.001731242,0.0004459024,0.0005883334,0.001062769,0.0007680631,0.002029701,0.00136923,0.001199142,0.9407685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185506,"about_ca_system_score_gemma":0.001230222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475674,"about_ca_topic_score_gemma":0.004488425,"domain_scores_codex":[0.9996535,0.00003402771,0.00003297236,0.00007620454,0.00009801256,0.0001053829],"domain_scores_gemma":[0.9988908,0.0002149198,0.0000845815,0.00007204599,0.0002984282,0.0004392609],"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":[0.0001681136,0.000164651,0.003271517,0.0002930108,0.00002103137,0.0002909728,0.00005927672,0.0002899684,0.0003445713,0.004170916,0.4029269,0.5879991],"study_design_scores_gemma":[0.0000568073,0.00007247163,0.003350995,0.0005401099,0.00002271266,0.001528091,0.0001718899,0.0002930671,0.0002787437,0.002843016,0.9908213,0.00002088286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001092191,0.001546207,0.0008180313,0.003032243,0.0008112227,0.00005298459,0.001398617,0.0005478432,0.9907006],"genre_scores_gemma":[0.004769499,0.0008374735,0.001005249,0.001232635,0.000269782,0.00004397016,0.001354801,0.0001363477,0.9903503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05217046,"threshold_uncertainty_score":0.07441485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198389632014961,"score_gpt":0.2848625965514653,"score_spread":0.2628787002313157,"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."}}