{"id":"W4391750180","doi":"10.24036/abdi.v5i4.516","title":"Usaha Peningkatan Kesehatan dan Pencegahan Penularan Covid-19 Melalui Program PIS-PK Berbasis Sumber Daya Lokal di Wilayah Kerja Puskesmas Nanggalo Kota Padang","year":2023,"lang":"id","type":"article","venue":"Abdi Jurnal Pengabdian dan Pemberdayaan Masyarakat","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01393532,0.003276223,0.003935202,0.002299564,0.01167975,0.001420352,0.003488729,0.003351206,0.002672614],"category_scores_gemma":[0.005710217,0.003517769,0.001822506,0.006405256,0.001890704,0.003261812,0.00183836,0.01106903,0.00806429],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004607263,"about_ca_system_score_gemma":0.008427992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01770914,"about_ca_topic_score_gemma":0.03802291,"domain_scores_codex":[0.9634064,0.01299034,0.006122198,0.004725034,0.004863634,0.007892401],"domain_scores_gemma":[0.9769952,0.00526615,0.003184569,0.004617044,0.001222256,0.008714759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224527,0.001212574,0.8636862,0.006135944,0.0008529454,0.003554117,0.0337008,0.0001248034,0.0008277314,0.003277223,0.0520659,0.03333721],"study_design_scores_gemma":[0.006398192,0.002046648,0.6214715,0.002815571,0.0009815644,0.000774469,0.04910073,0.002352074,0.0002976453,0.0005586789,0.3087763,0.004426689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361082,0.001823035,0.0001695094,0.03059697,0.007881749,0.009366217,0.001774403,0.002819993,0.009459913],"genre_scores_gemma":[0.9678223,0.002881079,0.0005291798,0.004017043,0.004142952,0.001173059,0.003694727,0.0009413286,0.01479831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2567104,"threshold_uncertainty_score":0.9996163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204431161378511,"score_gpt":0.4403845376610636,"score_spread":0.3199414215232125,"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."}}