{"id":"W6940163361","doi":"10.6084/m9.figshare.c.5775936.v1","title":"Resident loneliness, social isolation and unplanned emergency department visits from supportive living facilities: a population-based study in Alberta, Canada","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Emergency department; Social isolation; Isolation (microbiology); Social support; Cohort; Health care; Social work","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":[0.000613877,0.0004907825,0.0004439422,0.001653449,0.002786479,0.001471411,0.001472558,0.0004447312,0.001345158],"category_scores_gemma":[0.001063906,0.0004200393,0.0005306102,0.004214209,0.0007975769,0.0003936627,0.000938745,0.0005869049,0.0001789089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635573,"about_ca_system_score_gemma":0.01704581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912347,"about_ca_topic_score_gemma":0.9945327,"domain_scores_codex":[0.9991872,0.000056046,0.0000507633,0.0001441809,0.0003034809,0.0002583442],"domain_scores_gemma":[0.9988201,0.00005856179,0.0002460986,0.00004096452,0.0004082957,0.0004259456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003817883,0.00004418321,0.9965525,0.00002768793,0.00004119773,0.0001061083,0.0006341193,0.00005882827,0.0001026481,0.00003387004,0.0005479234,0.001812804],"study_design_scores_gemma":[0.000005319902,0.0000162803,0.9986551,0.00002160286,0.00001714046,0.00003837086,0.0008622907,0.0001430739,0.00001440674,0.00001012091,0.0002105593,0.000005701248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952127,0.0006640041,0.0001120951,0.0001415016,0.00001091908,0.00005679945,0.002635305,0.000008831909,0.001157799],"genre_scores_gemma":[0.9976261,0.0004422815,0.0001455564,0.00008815074,0.000007450515,0.00002113651,0.001119461,0.000002757043,0.0005471098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635573,"threshold_uncertainty_score":0.1186697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765496993771876,"score_gpt":0.2287527514826301,"score_spread":0.2110977815449114,"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."}}