{"id":"W2779610963","doi":"10.4236/pst.2018.61001","title":"Prescribing Pattern for Skin Diseases in Dermatology OPD at Borumeda Hospital, North East, Ethiopia","year":2017,"lang":"en","type":"article","venue":"Pain Studies and Treatment","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Medical prescription; Polypharmacy; Atopic dermatitis; Acne; Scabies; Dermatology; Pediatrics; Family medicine; Internal medicine; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195499,0.0001043289,0.0001337983,0.0004889118,0.0005739754,0.0003934625,0.000165648,0.0001575339,0.002842184],"category_scores_gemma":[0.000595976,0.000162484,0.0001262559,0.0007038778,0.0001411878,0.0002234786,0.0002121018,0.0002056022,0.0002391871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799209,"about_ca_system_score_gemma":0.0009429258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120138,"about_ca_topic_score_gemma":0.01210295,"domain_scores_codex":[0.9997827,0.00003606691,0.00004616649,0.00004085707,0.00004302702,0.00005118305],"domain_scores_gemma":[0.9995158,0.00008979171,0.0002484879,0.00001097704,0.00004485872,0.00009023018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003148172,0.00005918195,0.9910395,0.0001409029,0.000009582639,0.001321532,0.0006546713,0.00003239617,0.0005971211,0.00003518947,0.000450046,0.00562854],"study_design_scores_gemma":[0.000005643456,0.0001742974,0.988122,0.000129254,0.00001723037,0.004266965,0.004536799,0.00009567483,0.000446558,0.00003048973,0.002166485,0.000008580118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976692,0.0006334948,0.00004484799,0.0002448768,0.000009739276,0.00001986638,0.0005232845,0.000003080627,0.0008516507],"genre_scores_gemma":[0.9977686,0.0009434415,0.0001886381,0.000124541,0.00001085713,0.00001669717,0.0002190132,0.000001049169,0.0007272782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005120138,"threshold_uncertainty_score":0.01018065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374338266402146,"score_gpt":0.3147308685590505,"score_spread":0.2772970419188359,"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."}}