{"id":"W3031653176","doi":"10.1016/j.ejca.2020.05.008","title":"Working in the dark: Interaction with a sub clinical COVID-19 subject and lessons learned","year":2020,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Subclinical infection; Coronavirus disease 2019 (COVID-19); Subject (documents); Identification (biology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Virology; Computer science; Internal medicine; Disease; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06999888,0.0005416687,0.001682213,0.001696649,0.03590444,0.0243995,0.004020492,0.01115554,0.02396642],"category_scores_gemma":[0.0780776,0.0009725643,0.001155125,0.002619872,0.01261193,0.0117195,0.02473806,0.02710907,0.005633641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305303,"about_ca_system_score_gemma":0.04086476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249499,"about_ca_topic_score_gemma":0.03125576,"domain_scores_codex":[0.9573421,0.02904423,0.001300881,0.002022312,0.003822051,0.006468422],"domain_scores_gemma":[0.8537356,0.0409671,0.004539276,0.004405574,0.01507665,0.08127572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0007968222,0.002541961,0.03525454,0.0009081742,0.00009082967,0.004927985,0.3713707,0.0002282785,0.001090288,0.02042742,0.4463264,0.1160366],"study_design_scores_gemma":[0.0001717201,0.0006534388,0.007844399,0.0009744954,0.00003781022,0.002007193,0.5844563,0.0001620988,0.0003576641,0.01101292,0.3921896,0.0001324569],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1241394,0.007064441,0.001931272,0.8235723,0.01373449,0.0002884826,0.0002293789,0.0001333952,0.02890694],"genre_scores_gemma":[0.5199309,0.0103012,0.007477713,0.4020614,0.009906273,0.0009191101,0.0005741259,0.0006344852,0.0481947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06999888,"threshold_uncertainty_score":0.3701938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3171004442125223,"score_gpt":0.5323709537481809,"score_spread":0.2152705095356586,"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."}}