{"id":"W3179353766","doi":"10.1186/s12913-021-07131-7","title":"Estimated impact of COVID-19 on preventive care service delivery: an observational cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Health care; Cervical cancer; Medical record; Observational study; Colorectal cancer; Family medicine; Cancer; Health informatics; Health administration; Cancer screening; Public health; Preventive healthcare; Cohort study; Managed care; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003338877,0.0002928402,0.0008405632,0.0005441119,0.0005793342,0.00006357836,0.0003838467,0.0001901064,0.0005963042],"category_scores_gemma":[0.0005542682,0.0002581351,0.0001500656,0.002525213,0.00006135563,0.0002445751,0.0002461544,0.000781108,0.00007013477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057211,"about_ca_system_score_gemma":0.03613553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09044372,"about_ca_topic_score_gemma":0.04744829,"domain_scores_codex":[0.9926945,0.002163857,0.000840644,0.0008945192,0.002335574,0.001070912],"domain_scores_gemma":[0.9904013,0.001277432,0.0002470403,0.001202673,0.004616437,0.002255108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001904453,0.001753507,0.9592826,0.01288267,0.0001435699,0.0001032394,0.02187474,0.0007273316,0.000152189,0.00003639942,0.0001464917,0.0009928598],"study_design_scores_gemma":[0.002848284,0.00567744,0.9584476,0.0007877133,0.00003662196,0.00002078614,0.02823645,0.003229047,0.00007732497,0.00005166115,0.0004285255,0.0001585772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913593,0.001068502,0.0000188111,0.002991326,0.00007518187,0.003921809,0.0002941808,0.0001002663,0.0001706328],"genre_scores_gemma":[0.9902811,0.0002060511,0.0005446482,0.007095933,0.0001758944,0.0001550376,0.001367183,0.00005407355,0.0001200933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04299543,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3471955190686299,"score_gpt":0.5916037644647706,"score_spread":0.2444082453961406,"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."}}