{"id":"W4412856631","doi":"10.36106/ijsr/1700567","title":"BACTERIAL CULTURE FROM CELL PHONES USED BY HEALTH CARE WORKERS IN DIFFERENT ICUS IN A MULTISPECIALTY HOSPITAL IN KERALA.","year":2025,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Health care; Medicine; Medical emergency; Intensive care; Nursing; Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009096848,0.0001658711,0.0006128552,0.001122686,0.00006529761,0.00003300583,0.0001874071,0.0001523095,0.0001411716],"category_scores_gemma":[0.00007088773,0.0001282675,0.00005385655,0.0009116232,0.00008739708,0.00006686082,0.00004856835,0.001565308,0.000004653372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123737,"about_ca_system_score_gemma":0.001175113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783042,"about_ca_topic_score_gemma":0.005065646,"domain_scores_codex":[0.9971755,0.0002254367,0.0009993669,0.0002542594,0.000707718,0.0006377581],"domain_scores_gemma":[0.9990394,0.0001899593,0.0002196436,0.000156588,0.0001138996,0.0002805381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003570191,0.001276228,0.7776195,0.0005294963,0.00004692966,0.0008124187,0.1066801,0.000006231869,0.01005582,0.00001349532,0.03603244,0.06335711],"study_design_scores_gemma":[0.02830389,0.001458599,0.8369055,0.001105972,0.00001007628,0.000005883212,0.1187263,0.00000508162,0.008123331,0.000174521,0.005010746,0.0001700781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910074,0.0007747979,0.000006929636,0.006430309,0.0003337937,0.001074971,0.00004345578,0.000004898765,0.0003233938],"genre_scores_gemma":[0.9984615,0.0002696472,0.0002690885,0.0002552451,0.0004920708,0.00003949792,0.0001546658,0.00001620065,0.0000420872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06318704,"threshold_uncertainty_score":0.6800572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210365868978815,"score_gpt":0.3808453415885175,"score_spread":0.3598087546906359,"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."}}