{"id":"W4307384254","doi":"10.1093/eurpub/ckac129.481","title":"The integrated GOR-COVID-19 health monitor: quarterly reporting (“short-cycle monitoring”)","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Suicidal ideation; Data collection; Population; Behavioral Risk Factor Surveillance System; Environmental health; Suicide prevention; Psychiatry; Poison control; Geography; Disease; Statistics","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":[0.04481968,0.001096797,0.0009684769,0.004523484,0.000502891,0.00203871,0.002726773,0.0009264034,0.007859037],"category_scores_gemma":[0.06360165,0.0005832821,0.0006831959,0.004514387,0.0003966718,0.001479751,0.002825848,0.0008469982,0.005283333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637639,"about_ca_system_score_gemma":0.004939989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076377,"about_ca_topic_score_gemma":0.006836308,"domain_scores_codex":[0.9602571,0.02174744,0.007474987,0.002989714,0.006586181,0.0009444882],"domain_scores_gemma":[0.8830132,0.02316201,0.03534697,0.01846838,0.03528997,0.004719533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001489535,0.0004019058,0.4042552,0.002514156,0.0003602234,0.00007178036,0.0005418879,0.00171209,0.001890139,0.001683434,0.3839195,0.2011602],"study_design_scores_gemma":[0.0006443558,0.001272987,0.7012751,0.001155005,0.0001861387,0.0002258122,0.0005875025,0.01149207,0.004452502,0.001122381,0.2774365,0.0001496129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1275795,0.003160371,0.1171252,0.009556126,0.002772471,0.03837131,0.6076765,0.01846995,0.07528864],"genre_scores_gemma":[0.3489515,0.002149744,0.1516445,0.004579904,0.002607105,0.04605344,0.4283434,0.001717404,0.01395314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04481968,"threshold_uncertainty_score":0.2370319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106273977583306,"score_gpt":0.4603407808012959,"score_spread":0.2497133830429653,"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."}}