{"id":"W2315229400","doi":"10.1177/1203475416629118","title":"Development and Evaluation of a Rosacea Screening Instrument (Rosascreen)","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; Western University","funders":"Galderma","keywords":"Rosacea; Medicine; CLARITY; Population; Dermatology; Medical physics; Environmental health","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":[0.02429268,0.0004759477,0.000544054,0.00123266,0.0004544452,0.0005712177,0.001003127,0.0005816849,0.001968452],"category_scores_gemma":[0.01974238,0.0003613683,0.0008831746,0.000491534,0.0004778625,0.0007821442,0.001219394,0.0008892582,0.0006042634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135247,"about_ca_system_score_gemma":0.002814917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570174,"about_ca_topic_score_gemma":0.00211824,"domain_scores_codex":[0.990297,0.005097575,0.001187616,0.0004120582,0.002659949,0.0003457999],"domain_scores_gemma":[0.9867536,0.005354956,0.001481827,0.0005908887,0.005180136,0.0006385747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002532015,0.006398298,0.5461462,0.001230606,0.0002313714,0.0002660484,0.003989054,0.001879613,0.01169302,0.0008502806,0.006173473,0.41861],"study_design_scores_gemma":[0.001116348,0.01742664,0.9405987,0.0006688518,0.0002525588,0.0006813335,0.002032451,0.006499842,0.01010828,0.0004441566,0.02006996,0.0001009253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284314,0.0006093852,0.03247568,0.0007857436,0.0001770617,0.02986905,0.002277924,0.0003772697,0.00499656],"genre_scores_gemma":[0.7486337,0.000647297,0.220833,0.0006052033,0.00007369996,0.02208715,0.004822861,0.00008303594,0.002214034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02429268,"threshold_uncertainty_score":0.1284735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07017908409850945,"score_gpt":0.3051128488354449,"score_spread":0.2349337647369354,"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."}}