{"id":"W4394461978","doi":"10.6084/m9.figshare.21178491","title":"Communication during the COVID-19 pandemic: the hearing-impaired perspective","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Audiology; Virology; Medicine; Computer science; Outbreak; Artificial intelligence; Infectious disease (medical specialty); Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845088,0.0004656976,0.0006658397,0.002230912,0.000680844,0.00112937,0.001304531,0.001235434,0.01773462],"category_scores_gemma":[0.01220671,0.0002419997,0.001134948,0.003702119,0.0002323855,0.0009020903,0.001476315,0.001157051,0.006052279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557048,"about_ca_system_score_gemma":0.001712116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125943,"about_ca_topic_score_gemma":0.1488947,"domain_scores_codex":[0.9989405,0.0003528747,0.0001926145,0.0002001952,0.0001374936,0.0001762798],"domain_scores_gemma":[0.9947768,0.002227121,0.0009376848,0.0005373539,0.001095842,0.000425139],"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":[0.001057219,0.0002142775,0.166058,0.004830198,0.0004883401,0.0001787969,0.0006112754,0.000676777,0.0001314241,0.0007710285,0.8038713,0.02111135],"study_design_scores_gemma":[0.0007799168,0.0001465701,0.6608545,0.002877154,0.0004628299,0.0003580168,0.002170657,0.001123403,0.000227517,0.0006456975,0.3302494,0.0001044119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01513357,0.0006360129,0.0001051512,0.0006116041,0.00006007137,0.0000679588,0.9817103,0.00003728508,0.001638092],"genre_scores_gemma":[0.0404277,0.0007124339,0.0005069004,0.0003997097,0.00006775687,0.0007532782,0.9553011,0.00002808979,0.001803033],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.125943,"threshold_uncertainty_score":0.2504199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253959106074871,"score_gpt":0.4209303343081087,"score_spread":0.1955344237006215,"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."}}