{"id":"W3134572411","doi":"10.1377/hlthaff.2021.00243","title":"Nursing Homes, COVID-19, And More","year":2021,"lang":"en","type":"article","venue":"Health Affairs","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Staffing; Quarter (Canadian coin); Nursing; Coronavirus disease 2019 (COVID-19); Medicine; Nursing homes; Payment; Health care; Nursing Assistant; Family medicine; Business; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460007,0.0001541235,0.0003726317,0.0001136594,0.001272399,0.0000142966,0.00007355371,0.0001703949,0.0003548917],"category_scores_gemma":[0.0003920169,0.0001515127,0.00005352384,0.0003955218,0.00008440275,0.0000701813,0.00005140947,0.0004654745,0.00008644335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006557129,"about_ca_system_score_gemma":0.003788586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006204169,"about_ca_topic_score_gemma":0.000304021,"domain_scores_codex":[0.9977033,0.0004638135,0.0004465487,0.0003944635,0.0002286604,0.0007632611],"domain_scores_gemma":[0.998103,0.0003315538,0.0001713924,0.0003424099,0.0001055096,0.0009461955],"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":[0.00009157264,0.0001306767,0.01185051,0.00230321,0.00001972817,0.00008896202,0.05497386,0.000004992435,0.00003091238,0.007089315,0.8836845,0.03973176],"study_design_scores_gemma":[0.002477831,0.0001685703,0.03427516,0.0008814717,0.0000349618,0.0001083913,0.3550371,0.00006359495,0.00001522131,0.006077644,0.6004649,0.0003951416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06837783,0.06172563,0.003896929,0.8203388,0.007837432,0.001844754,0.0001471134,0.0009288758,0.03490267],"genre_scores_gemma":[0.975884,0.002471314,0.002326513,0.01376734,0.0007454905,0.00006299247,0.0001522921,0.00005264606,0.004537426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9075062,"threshold_uncertainty_score":0.9786394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086289426879236,"score_gpt":0.4540278396702057,"score_spread":0.3931649454014133,"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."}}