{"id":"W4318344420","doi":"10.7759/cureus.34306","title":"Compliance of Primary Healthcare Workers in Saudi Arabia With the National Surveillance System of Tropical and Non-tropical Dermatological Diseases","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Medicine; Tropical medicine; Tropical disease; Neglected tropical diseases; Compliance (psychology); Primary health care; Health care; Primary care; Tropics; Environmental health; Family medicine; Pathology; Disease; Economic growth","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":[0.00003836025,0.00008788575,0.0003497118,0.00003497842,0.00004310271,0.00000550796,0.00007497671,0.00005332489,0.000007941606],"category_scores_gemma":[0.0001173012,0.00004976802,0.00004857868,0.0003026779,0.0002912161,0.00003386691,0.00003825115,0.0001022127,0.000004496647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004643264,"about_ca_system_score_gemma":0.0001178018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002194164,"about_ca_topic_score_gemma":0.00002718638,"domain_scores_codex":[0.9990551,0.00007739195,0.0002656456,0.0001605817,0.0002826476,0.0001586039],"domain_scores_gemma":[0.9992681,0.0002881254,0.00008757743,0.000114446,0.0001356598,0.0001060674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002067009,0.0001053861,0.9950091,0.0007177735,0.00002109724,0.00004334874,0.00003272678,0.00002415194,0.0000187456,0.002278347,0.001417113,0.000125484],"study_design_scores_gemma":[0.0007079113,0.0001086697,0.9973776,0.0002799928,0.00001506821,0.00004927638,0.0003267337,0.0008814272,0.000004363191,0.00008523191,0.0001108034,0.00005296177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932468,0.0008632137,0.0001320136,0.004820702,0.00002532298,0.0002998096,0.0000946213,0.00003701257,0.0004805113],"genre_scores_gemma":[0.9992908,0.0001053009,0.0001426136,0.0003464119,0.00001938321,0.00003519552,0.00004143377,0.00000550926,0.0000133678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006043991,"threshold_uncertainty_score":0.2029481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607124542192457,"score_gpt":0.3076787741176339,"score_spread":0.2616075286957094,"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."}}