{"id":"W4323871553","doi":"10.1787/c4ce2ef3-en","title":"Executive summary","year":2023,"lang":"en","type":"book-chapter","venue":"OECD eBooks","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological resilience; Anxiety; Government (linguistics); Psychology; Depression (economics); Pandemic; Population; Social isolation; Quarter (Canadian coin); Isolation (microbiology); Psychiatry; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Environmental health; Geography; Social psychology; Economics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005931678,0.0003905845,0.0009005287,0.0003100898,0.0001158596,0.000021256,0.0001194179,0.0008461809,0.0003882359],"category_scores_gemma":[0.00003404829,0.0003444022,0.0002645564,0.00001165235,0.00009180652,0.00001719078,0.00007988213,0.001004564,0.003385989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579995,"about_ca_system_score_gemma":0.002438036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774,"about_ca_topic_score_gemma":0.0002039806,"domain_scores_codex":[0.9976962,0.0000379427,0.0006498805,0.0005304325,0.0005490059,0.0005365547],"domain_scores_gemma":[0.9981046,0.0001252549,0.0002139364,0.0006939709,0.0001723555,0.0006899238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007267424,0.0000105058,0.00003742451,0.002037365,0.0002407792,0.001074497,0.0006094497,2.154496e-8,0.00001516053,0.4507761,0.4076664,0.1374597],"study_design_scores_gemma":[0.0003783098,0.0002492319,0.0000609998,0.001275269,0.00005341669,0.0001140781,0.00003741783,0.000002359548,0.000007284633,0.00644831,0.9911048,0.0002684921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001427246,0.0003053062,0.000008466268,0.001908337,0.001141539,0.001061085,0.0001540102,0.0004155549,0.9949914],"genre_scores_gemma":[0.0004652893,0.0001534664,0.00006183692,0.002549352,0.001753036,0.00002559157,0.0002117705,0.0002151268,0.9945645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5834385,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116969531135639,"score_gpt":0.3252411393720557,"score_spread":0.2540714440606993,"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."}}