{"id":"W7104903264","doi":"10.71781/30886","title":"Améliorer la surveillance des infections associées aux soins de santé au Canada","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Mitacs; Healthcare Excellence Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Epidemiological surveillance; Public health; Cross infection; Epidemiologic Surveillance","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002259305,0.0003949538,0.0004180151,0.001568534,0.002570597,0.002749351,0.001216127,0.0006584778,0.006962523],"category_scores_gemma":[0.007777831,0.000303947,0.0005906251,0.00244546,0.0006796618,0.0007735961,0.00132374,0.001451509,0.0005485101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03882705,"about_ca_system_score_gemma":0.150226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859084,"about_ca_topic_score_gemma":0.9899979,"domain_scores_codex":[0.9967058,0.0005621319,0.0001509591,0.0002772358,0.001394987,0.0009087237],"domain_scores_gemma":[0.9910874,0.0007408148,0.0007454088,0.00014574,0.005193983,0.002086758],"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":[0.00038735,0.0003147683,0.537639,0.00205507,0.0002602185,0.0006086013,0.006586026,0.002121951,0.004995141,0.008449036,0.09316276,0.3434201],"study_design_scores_gemma":[0.00006704041,0.0003091695,0.788397,0.00169518,0.0002236864,0.00030403,0.009547771,0.00360784,0.002682626,0.001003645,0.1920502,0.0001118144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6389185,0.04409375,0.01321116,0.1353653,0.001951648,0.001518117,0.03269305,0.0008527413,0.1313959],"genre_scores_gemma":[0.9035139,0.02414526,0.01449879,0.01315293,0.0002517815,0.0002999673,0.005373378,0.00007869284,0.03868525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03882705,"threshold_uncertainty_score":0.2817113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253956545615097,"score_gpt":0.3580257994465068,"score_spread":0.3354862339903558,"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."}}