{"id":"W3134131873","doi":"10.1176/appi.pn.2021.3.25","title":"Isolation: Reflections on Catastrophe and Survival","year":2021,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); History; Biology; Microbiology","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":[0.00930784,0.001797299,0.0007951493,0.00219903,0.01187341,0.01113827,0.003042383,0.01208585,0.01527865],"category_scores_gemma":[0.01761336,0.0003925425,0.00103694,0.001662469,0.04493271,0.01457585,0.01194871,0.02906642,0.003099184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293511,"about_ca_system_score_gemma":0.006719899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009182607,"about_ca_topic_score_gemma":0.009958656,"domain_scores_codex":[0.9893267,0.00761473,0.0001955531,0.0004935749,0.001034666,0.00133481],"domain_scores_gemma":[0.9884664,0.007971914,0.0005278795,0.0003960952,0.001002901,0.001634843],"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":[0.00006816696,0.00006347676,0.000268249,0.0004896469,0.0000172481,0.001019432,0.1162119,0.0002483319,0.0001092001,0.2393339,0.6115299,0.03064048],"study_design_scores_gemma":[0.0000171354,0.00003850924,0.0003145895,0.001213788,0.000003948189,0.0005677254,0.07782406,0.00005108622,0.00009283856,0.04850356,0.8713388,0.00003380701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00414427,0.100226,0.0009212841,0.8011346,0.0190343,0.00003073199,0.00007745987,0.00006614811,0.07436513],"genre_scores_gemma":[0.4357893,0.1629326,0.001142105,0.3123512,0.03150895,0.0002463026,0.0001315148,0.0002982178,0.05559981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01527865,"threshold_uncertainty_score":0.09385115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121290080951318,"score_gpt":0.4714489037807592,"score_spread":0.3501588228294412,"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."}}