{"id":"W4393164561","doi":"10.3390/covid4040028","title":"Experiences and Impacts of the COVID-19 Pandemic: A Thematic Analysis","year":2024,"lang":"en","type":"article","venue":"COVID","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Calgary","funders":"Athabasca University","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Thematic map; Thematic analysis; Virology; Psychology; Geography; Sociology; Medicine; Cartography; Qualitative research; Social science; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01289835,0.0007378176,0.0007175123,0.003687795,0.01497857,0.00554997,0.002419309,0.001036083,0.002715847],"category_scores_gemma":[0.01479205,0.0004877448,0.0005314316,0.005649283,0.00966142,0.003451528,0.006756222,0.002715304,0.0002067441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0367203,"about_ca_system_score_gemma":0.03955167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5650917,"about_ca_topic_score_gemma":0.6438763,"domain_scores_codex":[0.9940966,0.002800866,0.0002187439,0.0003993348,0.00114294,0.001341412],"domain_scores_gemma":[0.991749,0.004499419,0.0006199935,0.0002137832,0.002022656,0.0008952111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001220598,0.000006821039,0.001604625,0.00009905231,0.00000236212,0.0001533324,0.9945168,0.00001864547,0.0001700401,0.0006907979,0.0005815302,0.002143794],"study_design_scores_gemma":[0.000001031759,0.000004398629,0.001463404,0.00009652135,0.000002149606,0.00003316542,0.9949615,0.00003854388,0.00004576868,0.0001039207,0.003244212,0.000005339871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751974,0.0009411679,0.002583323,0.004317617,0.00010876,0.0008285532,0.0008900106,0.0000243277,0.01510892],"genre_scores_gemma":[0.9911807,0.001700563,0.001915665,0.0008374144,0.00002753674,0.0005651628,0.0003422992,0.00004572007,0.003384835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5650917,"threshold_uncertainty_score":0.8749391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337209022259483,"score_gpt":0.4784292846573089,"score_spread":0.3447083824313607,"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."}}