{"id":"W7063878263","doi":"","title":"Améliorer la surveillance passive des infections associées aux soins de santé au Canada","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; Healthcare Excellence Canada","keywords":"Epidemiological surveillance; Health surveillance; Ile de france; Disease prevention; Medical screening","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":[0.01977815,0.0005330667,0.0007395913,0.003990788,0.003217333,0.004897812,0.002324005,0.0006164138,0.003125869],"category_scores_gemma":[0.06998056,0.0004437534,0.000908205,0.008161716,0.001239925,0.001861975,0.002380311,0.001248422,0.0003682245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04395998,"about_ca_system_score_gemma":0.175756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825249,"about_ca_topic_score_gemma":0.983603,"domain_scores_codex":[0.9807107,0.004793501,0.001879891,0.001437842,0.009058226,0.002119924],"domain_scores_gemma":[0.9050408,0.01579377,0.007425268,0.00288778,0.0655736,0.003278812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004086113,0.0001685448,0.6666588,0.003569735,0.0005633689,0.0001751741,0.02130997,0.001362808,0.001327184,0.005230805,0.03470245,0.2645224],"study_design_scores_gemma":[0.00008243589,0.0002893782,0.8264388,0.004190908,0.0007189896,0.0001315318,0.01994464,0.002490371,0.003233237,0.001036072,0.1412599,0.0001837168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7928645,0.02542953,0.01409303,0.04339742,0.0007894078,0.002182245,0.05402277,0.0005583509,0.06666269],"genre_scores_gemma":[0.9354867,0.01443999,0.02039633,0.006552409,0.000163988,0.001026139,0.01114524,0.0001087671,0.01068038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04395998,"threshold_uncertainty_score":0.3189535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005649104174578812,"score_gpt":0.2106595833586138,"score_spread":0.205010479184035,"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."}}