{"id":"W2961353191","doi":"10.1371/journal.pone.0219347","title":"Hepatitis B testing practices at a tertiary care centre and their associated costs: A retrospective analysis","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Serology; Reimbursement; Hepatitis B; Antibody; Immunology; Internal medicine; Virology; Health care","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":[0.002710134,0.0004276633,0.0007346775,0.003549531,0.0008353267,0.001575477,0.001141869,0.0007324321,0.002932677],"category_scores_gemma":[0.01059433,0.0008195528,0.001276134,0.00688814,0.0007485228,0.001273263,0.001813446,0.001029235,0.0003466756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004627293,"about_ca_system_score_gemma":0.002425365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03341982,"about_ca_topic_score_gemma":0.02280147,"domain_scores_codex":[0.993651,0.001321303,0.001515422,0.0009048781,0.001598054,0.001009387],"domain_scores_gemma":[0.9812687,0.003843874,0.01088058,0.0006818529,0.002163531,0.001161544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006237235,0.00002916609,0.9986944,0.00003562577,0.00007331374,0.00006845783,0.00007165458,0.00009536079,0.00001411952,0.0000259801,0.0001688512,0.0006608694],"study_design_scores_gemma":[0.00001546601,0.000105026,0.9977145,0.00006171345,0.00008754143,0.0003931606,0.0006320987,0.0006616336,0.00003231209,0.00003044656,0.0002531453,0.00001290042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971913,0.0006255811,0.0001209154,0.00008892746,0.000004579879,0.00005741971,0.001464398,0.000004476864,0.0004424253],"genre_scores_gemma":[0.9985927,0.0002556114,0.0001141672,0.00006936747,0.00001055301,0.00004876963,0.0008347587,0.000004257007,0.00006988359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03341982,"threshold_uncertainty_score":0.0664506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879650147814474,"score_gpt":0.2527836592062142,"score_spread":0.2139871577280695,"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."}}