{"id":"W4220723638","doi":"10.5206/uwomj.v89is1.10667","title":"Media Discourse of Community Support for Frontline Healthcare Workers During the First Month of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Solidarity; Psychosocial; News media; Health care; Public relations; Discourse analysis; Mental health; Coronavirus disease 2019 (COVID-19); Medicine; Sociology; Psychology; Nursing; Political science; Disease; Media studies; Infectious disease (medical specialty); Psychiatry; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003748318,0.0004029006,0.0002715655,0.002111651,0.00582611,0.007034385,0.0005165221,0.001311507,0.003143611],"category_scores_gemma":[0.01613464,0.0002697578,0.0001398797,0.001864618,0.006116835,0.00386445,0.002406968,0.001438862,0.000238406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007399504,"about_ca_system_score_gemma":0.004865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04633905,"about_ca_topic_score_gemma":0.07818448,"domain_scores_codex":[0.9975423,0.001475533,0.000113511,0.0001332351,0.0004569557,0.000278424],"domain_scores_gemma":[0.9809853,0.01369562,0.002620526,0.0002907472,0.00145496,0.0009526478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001390004,0.00002994531,0.01330895,0.0005296526,0.00001528941,0.001272927,0.9627202,0.00003504499,0.001272484,0.003119281,0.003745457,0.01381175],"study_design_scores_gemma":[0.00001732018,0.00005962788,0.03924504,0.000956126,0.00003772897,0.0003276017,0.9124351,0.0001324099,0.0006144671,0.0005473975,0.04560306,0.00002410143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392453,0.003873424,0.0003725867,0.016188,0.0003442566,0.00005203413,0.0002461114,0.0000196712,0.03965867],"genre_scores_gemma":[0.9952402,0.001778612,0.0001359668,0.0006876409,0.0001692298,0.00002726258,0.00004992245,0.00001038674,0.001900705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04633905,"threshold_uncertainty_score":0.09213865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08760031456808881,"score_gpt":0.3722643675795035,"score_spread":0.2846640530114147,"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."}}