{"id":"W2945467556","doi":"10.12968/indn.2019.5.20","title":"Acne – how to answer the most common questions patients ask?","year":2019,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Acne; Ask price; Dermatology; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002724311,0.0005037155,0.001093653,0.0008255899,0.001873543,0.002311048,0.000669116,0.003287748,0.01307396],"category_scores_gemma":[0.02370251,0.0003237296,0.0007104124,0.0005379095,0.001253224,0.004199848,0.001906562,0.005665697,0.006970222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168382,"about_ca_system_score_gemma":0.002243605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532875,"about_ca_topic_score_gemma":0.009135141,"domain_scores_codex":[0.9965894,0.001629802,0.0003822841,0.0001831188,0.0009057033,0.0003095747],"domain_scores_gemma":[0.9911665,0.003349322,0.001014043,0.0001679962,0.002677317,0.001624845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001113502,0.0001854023,0.0152367,0.001343116,0.0000848751,0.001761749,0.005588394,0.0001548329,0.001253264,0.001656641,0.7048,0.2678236],"study_design_scores_gemma":[0.000057032,0.0003334952,0.01578003,0.00588642,0.00007253754,0.01896852,0.02650518,0.0002993991,0.0004450665,0.007131414,0.9243165,0.0002045131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01673393,0.09082525,0.006010882,0.8127545,0.02047767,0.0002797713,0.0004954393,0.0004162563,0.05200632],"genre_scores_gemma":[0.1542882,0.1815858,0.02969612,0.5128868,0.03394909,0.0006286713,0.0008472405,0.0007759898,0.08534212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01307396,"threshold_uncertainty_score":0.0437367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006940050731619431,"score_gpt":0.262191322730228,"score_spread":0.2552512719986086,"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."}}