{"id":"W3125948218","doi":"10.46747/cfp.670165","title":"Pandemic patch-up","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Sunnybrook Health Science Centre","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Data science; World Wide Web; Medicine; Virology; Disease; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004289389,0.000873299,0.0005280006,0.0008642784,0.005149119,0.003545174,0.001997905,0.004425636,0.06266024],"category_scores_gemma":[0.01478601,0.0003170255,0.001018129,0.0006472058,0.001446878,0.002948203,0.004627883,0.006668805,0.01129713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007322387,"about_ca_system_score_gemma":0.01638702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1317334,"about_ca_topic_score_gemma":0.1386754,"domain_scores_codex":[0.9968652,0.0003854813,0.0001608928,0.0004598634,0.0009575185,0.001170884],"domain_scores_gemma":[0.9933256,0.0005923636,0.0002350734,0.0006848708,0.002608332,0.002553775],"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":[0.0001468909,0.0001419731,0.005493312,0.0004446479,0.0000446446,0.001247127,0.001409481,0.0002163485,0.00138029,0.01500585,0.8375176,0.136952],"study_design_scores_gemma":[0.00002834401,0.00009181006,0.005102924,0.0003298435,0.00002478407,0.0005424825,0.001666038,0.0001807564,0.0003532352,0.002034102,0.9896175,0.00002822599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03159216,0.01201802,0.008828945,0.3811949,0.05573052,0.001633113,0.006986638,0.003365678,0.4986502],"genre_scores_gemma":[0.3195782,0.01378712,0.01177602,0.4367431,0.01000152,0.001147437,0.008351042,0.0009034784,0.1977121],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1317334,"threshold_uncertainty_score":0.2619333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421628230576659,"score_gpt":0.2872297938094377,"score_spread":0.2630135115036711,"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."}}