{"id":"W3156723785","doi":"10.1097/ipc.0000000000000998","title":"COVID Calls","year":2021,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Center (category theory); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); University hospital; Family medicine; Library science; Infectious disease (medical specialty); Virology; Internal medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002130445,0.001013459,0.0008198555,0.002189388,0.003955388,0.005181484,0.002476861,0.003151129,0.7986225],"category_scores_gemma":[0.0155775,0.0005718823,0.000658276,0.001368251,0.001156726,0.002114712,0.004841532,0.002951071,0.4960802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005180425,"about_ca_system_score_gemma":0.0203544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07817577,"about_ca_topic_score_gemma":0.1586947,"domain_scores_codex":[0.9964226,0.0004572384,0.0001999284,0.0005127575,0.001587747,0.000819702],"domain_scores_gemma":[0.9905861,0.0008110415,0.0003763768,0.0007602394,0.003153596,0.004312688],"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":[0.0000376172,0.00001878744,0.0005355658,0.00005193338,0.000002156464,0.00009138954,0.00007456558,0.00001025696,0.00004432233,0.002011794,0.9683669,0.02875485],"study_design_scores_gemma":[0.00001054903,0.00000533889,0.0004639767,0.00007114611,0.000002021882,0.0000884076,0.0001085358,0.00002092328,0.00002683612,0.0002810386,0.998916,0.000005245272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001185635,0.00176936,0.0008613137,0.03181896,0.00731093,0.0003567461,0.01214115,0.002236555,0.9423193],"genre_scores_gemma":[0.009976177,0.001465412,0.0009456791,0.01279001,0.001506458,0.0001775449,0.00878631,0.001203628,0.9631488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7986225,"threshold_uncertainty_score":0.2872404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144034034980852,"score_gpt":0.5441073479392344,"score_spread":0.4297039444411493,"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."}}