{"id":"W4210628299","doi":"10.1177/23743735221077518","title":"Adult Experiences with Hospitalization in Alberta, Canada During the COVID-19 Pandemic: A Comparative Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Odds; Pandemic; Coronavirus disease 2019 (COVID-19); Family medicine; Medicine; Public health; Odds ratio; Psychological resilience; Demography; Health care; Cross-sectional study; Inclusion (mineral); Psychology; Nursing; Logistic regression; Social psychology; Political science; Sociology","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":[0.000821827,0.000288464,0.0003053824,0.001175913,0.002138974,0.001359173,0.0008480129,0.0004424542,0.00118088],"category_scores_gemma":[0.00234032,0.0003537367,0.0003018732,0.002710284,0.0009481677,0.0005687724,0.001020044,0.000692613,0.0001480608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017627,"about_ca_system_score_gemma":0.00891469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.922199,"about_ca_topic_score_gemma":0.9636005,"domain_scores_codex":[0.9991093,0.000108829,0.00006318826,0.00007980542,0.0003467416,0.0002920514],"domain_scores_gemma":[0.998027,0.0001984874,0.0005588707,0.00005238998,0.000550397,0.0006128225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005325214,0.00008554781,0.9886163,0.00003013459,0.00001957091,0.0001343837,0.008110131,0.0000282785,0.0001197929,0.0000320324,0.0003147117,0.002456023],"study_design_scores_gemma":[0.000001702692,0.00005936326,0.9878224,0.00001699315,0.000004360717,0.0000543045,0.01170866,0.00003320932,0.00001591009,0.000005128799,0.000272362,0.000005598224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987142,0.0001224288,0.00001825644,0.00005610126,0.000003426608,0.00002374025,0.0003918775,0.000002045516,0.0006679064],"genre_scores_gemma":[0.9988198,0.0002696453,0.00007181327,0.00009291227,0.000005849839,0.0000180578,0.0004420599,0.000001499284,0.0002783918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07780099,"threshold_uncertainty_score":0.1565183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06123313258685913,"score_gpt":0.3951504521867962,"score_spread":0.333917319599937,"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."}}