{"id":"W4391623602","doi":"10.2196/52959","title":"Assessing the Effectiveness of a Multicomponent Intervention on Hand Hygiene and Well-Being in Primary Health Care Centers and Schools Lacking Functional Water Supply in Protracted Conflict Settings: Protocol for a Cluster Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Intervention (counseling); Cluster (spacecraft); Hygiene; Nursing; Psychology; Health care; Medicine; Primary care; Medical education; Family medicine; Computer science; Alternative medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0213615,0.0002511545,0.001306292,0.0008390971,0.0002525961,0.0004242745,0.00007784727,0.0001657772,0.00001319133],"category_scores_gemma":[0.001777804,0.0001418465,0.0002353333,0.0002592036,0.0002493787,0.000308595,0.0001045991,0.001188898,0.000001199272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008460042,"about_ca_system_score_gemma":0.000544065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001483518,"about_ca_topic_score_gemma":0.00002799344,"domain_scores_codex":[0.9895197,0.007353893,0.001255044,0.0005777209,0.0006897985,0.0006039012],"domain_scores_gemma":[0.9931069,0.005757384,0.0001936485,0.0002208291,0.0005976931,0.0001235153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9554824,0.0006159943,0.00287992,0.02925901,0.00009999245,0.0000121368,0.001732002,0.00001830523,0.006022011,0.00008738981,0.00003595188,0.003754843],"study_design_scores_gemma":[0.9311696,0.003428367,0.009863924,0.04603219,0.00001189155,0.00001550395,0.0004155923,0.004252709,0.00309347,0.0001154309,0.001474611,0.000126752],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1271992,0.00001330793,0.0001874799,0.002337183,0.00003057206,0.8701113,0.000003834343,0.00003346839,0.00008364113],"genre_scores_gemma":[0.3238269,3.775137e-7,0.00007035315,0.00009196701,0.0001013122,0.6758399,0.0000247917,0.00002919211,0.0000152167],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1966277,"threshold_uncertainty_score":0.7403511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08595872232774648,"score_gpt":0.5195195499990084,"score_spread":0.4335608276712619,"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."}}