{"id":"W4411598071","doi":"10.36584/cjic.2021.003.125.128","title":"Infection prevention and control program components for long-term care homes","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Long-term care; Infection control; Control (management); Medicine; Business; Computer science; Nursing; Intensive care medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003641616,0.0001330963,0.0003631442,0.0003088955,0.0006816913,0.00005826193,0.00003509161,0.0001919008,0.000131109],"category_scores_gemma":[0.000298162,0.0001285596,0.0002031777,0.0001694019,0.00004142038,0.0002044217,0.000003928856,0.0003449167,0.000005935325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204046,"about_ca_system_score_gemma":0.001567273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600869,"about_ca_topic_score_gemma":0.07387756,"domain_scores_codex":[0.9985251,0.000333065,0.000520746,0.0001463288,0.0001149588,0.0003597711],"domain_scores_gemma":[0.9975039,0.0001981887,0.0004298523,0.000105932,0.001338279,0.0004238357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389885,0.00004450176,0.9207538,0.0003469735,0.0001768579,0.00002544813,0.0008074204,0.00002219792,0.0002730365,0.00005261892,0.002046041,0.07531212],"study_design_scores_gemma":[0.007145876,0.0006371691,0.970658,0.000371433,0.0002996832,0.00009987003,0.0002949179,0.0000391617,0.00003889721,0.0001261407,0.02015872,0.0001301524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734012,0.003018678,0.01594476,0.001058198,0.004938303,0.001331333,0.00004882859,0.0000336239,0.0002250031],"genre_scores_gemma":[0.9985033,0.000131589,0.00007869496,0.0001880998,0.0007329271,0.00008851137,0.00004746495,0.00001982576,0.0002095679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07518197,"threshold_uncertainty_score":0.9430218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478014858734861,"score_gpt":0.3611707376804346,"score_spread":0.3363905890930859,"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."}}