{"id":"W4403208676","doi":"10.3138/cjhh.678-112023","title":"COVID-19 in Perspective: A Witness Seminar","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health History","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Witness; Pandemic; Perspective (graphical); Oral history; Coronavirus disease 2019 (COVID-19); History; Public relations; Political science; Medicine; Law; Sociology; Art; Pathology; Visual arts; Archaeology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.004937207,0.0004919657,0.0003913269,0.0005484319,0.02888091,0.006090593,0.001535438,0.005523764,0.04336942],"category_scores_gemma":[0.009786371,0.0005019665,0.0004097456,0.0007567432,0.008780984,0.00454426,0.009128583,0.01105811,0.003447921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02543939,"about_ca_system_score_gemma":0.03585227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2401783,"about_ca_topic_score_gemma":0.5822373,"domain_scores_codex":[0.9976448,0.0007021907,0.00004347154,0.0001670517,0.0004865437,0.0009558231],"domain_scores_gemma":[0.9923314,0.001023894,0.0002929916,0.0001189478,0.000688595,0.005544122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004068938,0.00007347505,0.001089408,0.0001350511,0.000004828099,0.003439366,0.1407199,0.00003087083,0.0006830569,0.01657887,0.82791,0.009294457],"study_design_scores_gemma":[0.00001438174,0.00003062606,0.001357621,0.0001445771,0.000002815994,0.0002843296,0.08858433,0.00001714424,0.00008979745,0.001027265,0.9084342,0.00001303999],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03446647,0.007114558,0.0009903274,0.7660516,0.03324587,0.0003524942,0.0005422375,0.0001547066,0.1570817],"genre_scores_gemma":[0.402076,0.01031929,0.001626771,0.2055772,0.0137278,0.0004873979,0.0004179325,0.0002941392,0.3654735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2401783,"threshold_uncertainty_score":0.4775606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09486257316436147,"score_gpt":0.4476689586765739,"score_spread":0.3528063855122124,"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."}}