{"id":"W4378071982","doi":"10.56801/seejph.vi.225","title":"Infection prevention and control in healthcare facilities in Albania","year":2023,"lang":"en","type":"article","venue":"South Eastern European Journal of Public Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UNICEF","keywords":"Health care; Hygiene; Medicine; Quarter (Canadian coin); Environmental health; Infection control; Health facility; Rural area; Family medicine; Health services; Geography; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.007316425,0.0001391009,0.0004728986,0.001119761,0.00006198994,0.00004666985,0.0000644992,0.00004366276,0.00001472305],"category_scores_gemma":[0.0007265734,0.0001228146,0.00007325796,0.0005953091,0.00004042011,0.0002460547,0.00003113642,0.0005878218,0.00004172631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043438,"about_ca_system_score_gemma":0.0015735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019621,"about_ca_topic_score_gemma":0.001168796,"domain_scores_codex":[0.9961781,0.001680528,0.001034542,0.0001852125,0.0003545683,0.0005670427],"domain_scores_gemma":[0.9984583,0.00008351685,0.0004411287,0.0001443955,0.0001740767,0.0006986331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001331405,0.00006950087,0.8693982,0.0009167282,0.00001500996,0.0002013539,0.01122067,0.000007708426,0.00001344658,0.00004598973,0.0001062528,0.1178719],"study_design_scores_gemma":[0.004195898,0.001725684,0.9831198,0.000676244,0.000004493758,0.0001461729,0.002056181,0.0002134591,3.425799e-7,0.00007142864,0.007713319,0.00007701151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256958,0.0006177676,0.001185821,0.07171638,0.0002423472,0.0003799323,0.00001665613,0.00003815355,0.0001071254],"genre_scores_gemma":[0.9954164,0.0004304388,0.00002876551,0.003601383,0.0001850562,0.000001739233,0.000008095949,0.00002630761,0.0003018041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177949,"threshold_uncertainty_score":0.5008233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432629137906895,"score_gpt":0.3791756224623311,"score_spread":0.2359127086716415,"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."}}