{"id":"W6960836268","doi":"10.1371/journal.pone.0283711.g003","title":"Low acuity ED visits (event study).","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Psychological intervention; Pandemic; Proxy (statistics); Population; Control (management); Public policy; Health policy","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":[0.002122719,0.0006176865,0.0006157432,0.001218676,0.001487478,0.001200924,0.001533572,0.001053106,0.01184493],"category_scores_gemma":[0.007493801,0.0006829222,0.001275437,0.002741507,0.000425583,0.001042694,0.001674247,0.002797402,0.003057316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005670024,"about_ca_system_score_gemma":0.008253632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3941251,"about_ca_topic_score_gemma":0.4209647,"domain_scores_codex":[0.9975777,0.0006525577,0.0002714742,0.0004783602,0.0004110358,0.0006089337],"domain_scores_gemma":[0.9936281,0.0006222607,0.001826224,0.0006095233,0.001509121,0.00180463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005408513,0.001903149,0.8934301,0.001336361,0.0006895481,0.0003972161,0.00103328,0.0002431493,0.0001366586,0.0007282566,0.07685337,0.01784039],"study_design_scores_gemma":[0.001419419,0.0008854198,0.9764978,0.0004557948,0.0002498901,0.0001744202,0.001607887,0.0003922131,0.00008720571,0.0002171216,0.01795323,0.0000596966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6163309,0.002144565,0.001129367,0.002109603,0.0004523737,0.006547092,0.3511029,0.0001038059,0.02007945],"genre_scores_gemma":[0.8525115,0.001451264,0.001920721,0.003423944,0.0004412253,0.01240519,0.1178135,0.00005931095,0.0099732],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3941251,"threshold_uncertainty_score":0.7836621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283679929608738,"score_gpt":0.2351527122659635,"score_spread":0.2067847193050897,"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."}}