{"id":"W4383102248","doi":"10.1136/bmj-2022-073053","title":"Invisible no more: unpaid care giving in the shadow of covid-19","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Birds Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Shadow (psychology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sociology; Psychology; Medicine; Virology; Outbreak; Psychoanalysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02803744,0.0005886338,0.001020757,0.001317068,0.0359737,0.02265821,0.002930523,0.02102006,0.01803579],"category_scores_gemma":[0.07232569,0.0008838026,0.001169391,0.001092054,0.05468605,0.01985355,0.02550503,0.05528087,0.003028487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550681,"about_ca_system_score_gemma":0.03733093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03876396,"about_ca_topic_score_gemma":0.06940449,"domain_scores_codex":[0.9609067,0.02148874,0.001152619,0.00138625,0.006001927,0.009063751],"domain_scores_gemma":[0.9220958,0.02919902,0.004735939,0.003080189,0.007651932,0.03323713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005898183,0.00009035694,0.002781793,0.0001889531,0.00003229069,0.001342093,0.1328377,0.0000605428,0.0001596245,0.184563,0.6402333,0.03765142],"study_design_scores_gemma":[0.00002696004,0.00004536334,0.001782049,0.001179803,0.00001854391,0.001307609,0.1905921,0.00009778058,0.0001602494,0.08024832,0.7244137,0.0001274306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004291955,0.004356173,0.0005695056,0.9484405,0.0110278,0.00001033293,0.00001418955,0.00003015314,0.03125944],"genre_scores_gemma":[0.2056951,0.004138337,0.0006491745,0.7581488,0.008456534,0.00007919609,0.00002926382,0.0001842717,0.0226193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03876396,"threshold_uncertainty_score":0.1482779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141651373759851,"score_gpt":0.5330750362422845,"score_spread":0.3189098988662994,"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."}}