{"id":"W2064323936","doi":"10.1016/s0195-6701(10)60152-1","title":"P14.02 A multi-disciplinary team's multi-modal strategy to increase hand hygiene compliance at a Toronto teaching hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hygiene; Compliance (psychology); Discipline; Modal; Medical education; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009375617,0.0003865137,0.0006836741,0.0002582883,0.0006363086,0.0001321643,0.0001533099,0.0003236671,0.0001802211],"category_scores_gemma":[0.001260542,0.0003388765,0.0003888763,0.0001779793,0.0001485203,0.001,0.0001469179,0.001570577,0.00007818965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236491,"about_ca_system_score_gemma":0.0002820367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005418221,"about_ca_topic_score_gemma":0.006088703,"domain_scores_codex":[0.9973543,0.0001491331,0.001002145,0.0004127936,0.000539449,0.0005421783],"domain_scores_gemma":[0.9966893,0.0001093803,0.0007194726,0.0004076964,0.001297157,0.0007770393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002283469,0.008452362,0.7976578,0.0005129549,0.0005456313,0.0006037834,0.005897486,0.0007883086,0.1359372,0.0002513093,0.005468913,0.04160076],"study_design_scores_gemma":[0.007843564,0.01858234,0.9577101,0.000558764,0.0002079369,0.001832052,0.000556771,0.006107542,0.00252211,0.00004035698,0.003456497,0.0005819601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861574,0.0002701698,0.003434356,0.001680043,0.006577716,0.001028239,0.00001693869,0.00009590728,0.0007391987],"genre_scores_gemma":[0.9911665,0.00003593795,0.00552607,0.0002121194,0.002395613,0.00004201807,0.0000116343,0.00006674638,0.0005434022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600523,"threshold_uncertainty_score":0.9999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097638357576183,"score_gpt":0.3585541964560098,"score_spread":0.327577812880248,"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."}}