{"id":"W2986730404","doi":"10.14745/ccdr.v45i11a03","title":"Public health investigation of infection prevention and control complaints in Ontario, 2015–2018","year":2019,"lang":"en","type":"review","venue":"Canada Communicable Disease Report","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Toronto Public Health; Ottawa Public Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Public health; Medicine; Thematic analysis; Workload; Family medicine; Population; Medical emergency; Environmental health; Nursing; Qualitative research; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001754241,0.0003587746,0.002383283,0.0003881416,0.0001392311,0.00002381433,0.0001213363,0.0002466981,0.00007896294],"category_scores_gemma":[0.000704028,0.0003541171,0.0002492356,0.0003559634,0.0001118837,0.0001446532,0.00009753284,0.00103652,0.000002116815],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005561975,"about_ca_system_score_gemma":0.05513837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9677071,"about_ca_topic_score_gemma":0.99027,"domain_scores_codex":[0.995674,0.001108506,0.001866078,0.0004304547,0.0005113338,0.0004096409],"domain_scores_gemma":[0.9952281,0.0003054693,0.001760056,0.001521594,0.0004467089,0.0007380511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179664,0.0003344344,0.662127,0.1107408,0.0008442614,0.0005178624,0.000115153,0.00001733103,3.528808e-7,0.0002276898,0.00571256,0.2192446],"study_design_scores_gemma":[0.001120846,0.0001343888,0.1573724,0.01587777,0.0005437267,0.0005016529,0.00001053281,0.00007866613,3.387338e-8,0.00003579524,0.8240834,0.0002407674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001806989,0.9919077,0.00003909693,0.00121894,0.0005709555,0.003864197,0.00007095619,0.0000358609,0.0004852747],"genre_scores_gemma":[0.07321029,0.9227127,0.00005063303,0.0004875061,0.00004333139,0.0003171133,0.00244144,0.00006372082,0.0006732463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8183708,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2012365074837613,"score_gpt":0.3780142608191632,"score_spread":0.1767777533354019,"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."}}