{"id":"W4205344310","doi":"10.14745/ccdr.v46i05a03","title":"Canadian Public Health Laboratory Network Statement on Point-of-Care Serology Testing in COVID-19","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Statement (logic); Point-of-care testing; Serology; Public health; 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Political science; Internal medicine; Pathology; Immunology; Antibody; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0273744,0.001467114,0.001693432,0.006104909,0.00732817,0.004948657,0.008161102,0.01108673,0.0114404],"category_scores_gemma":[0.05960105,0.002110363,0.003083718,0.005999596,0.003216652,0.001394881,0.00312875,0.01107257,0.004473102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03691315,"about_ca_system_score_gemma":0.3492292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697112,"about_ca_topic_score_gemma":0.98271,"domain_scores_codex":[0.9447982,0.004625263,0.0061368,0.001490081,0.03719633,0.005753385],"domain_scores_gemma":[0.8337625,0.01511286,0.005832049,0.002814296,0.1262256,0.01625263],"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":[0.00008084896,0.0001107041,0.004749327,0.0002407773,0.00003118578,0.0002007526,0.0002628681,0.000411372,0.0004555827,0.006349259,0.974012,0.01309528],"study_design_scores_gemma":[0.0001798114,0.00009788947,0.04607969,0.001663447,0.0001384282,0.000302849,0.0005160078,0.0009784462,0.001060076,0.002036377,0.9467654,0.0001817147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01042955,0.01071322,0.01924491,0.414197,0.0276932,0.006250701,0.07197098,0.002880488,0.43662],"genre_scores_gemma":[0.06853744,0.01499852,0.06768156,0.5255417,0.006530333,0.003567948,0.05356783,0.001250255,0.2583245],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9630868,"threshold_uncertainty_score":0.2678249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016127461852053,"score_gpt":0.3307277412835714,"score_spread":0.2291149950983661,"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."}}