{"id":"W3120738719","doi":"10.2196/25452","title":"Clinical Characterization of Patients With COVID-19 in Primary Care in Catalonia: Retrospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Retrospective cohort study; Pandemic; Population; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Environmental health; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00104093,0.0003873157,0.0008211773,0.001514099,0.0007661695,0.001129113,0.0007840706,0.0007259719,0.001383644],"category_scores_gemma":[0.001779325,0.0004383,0.0006286135,0.001909622,0.0006112625,0.0004076149,0.001009452,0.000618798,0.0002413379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198743,"about_ca_system_score_gemma":0.001415751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03936162,"about_ca_topic_score_gemma":0.03657494,"domain_scores_codex":[0.9987447,0.0002491161,0.0002148011,0.0003168245,0.0002203284,0.0002540879],"domain_scores_gemma":[0.997548,0.0003649574,0.00104183,0.0001809797,0.000373412,0.0004907469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000769866,0.00004697796,0.9989552,0.00003573258,0.00002899389,0.0001675488,0.00008365995,0.00002269227,0.00005636334,0.000006523087,0.0001302652,0.0003889762],"study_design_scores_gemma":[0.00001166483,0.000100418,0.9988019,0.00002299407,0.00001962469,0.0003140399,0.000466668,0.00005092251,0.000009721291,0.000004720501,0.0001936854,0.000003603137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979094,0.0006517019,0.00003915904,0.00003336029,0.00001101021,0.00004272429,0.0008731537,0.000002471274,0.0004369819],"genre_scores_gemma":[0.9983339,0.0003283149,0.00006791605,0.00007613189,0.00001514315,0.00003540857,0.001054587,0.000001217267,0.00008751311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03936162,"threshold_uncertainty_score":0.07826501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026517609033243,"score_gpt":0.4479727254261328,"score_spread":0.3453209645228085,"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."}}