{"id":"W3048072825","doi":"10.1097/cm9.0000000000001001","title":"A predictive model for differential diagnosis between rosacea and sensitive skin: a cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Rosacea; Dermatology; Medicine; Erythema; Skin type; Differential diagnosis; Clinical Practice; Pathology; Acne; 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":[0.004056141,0.0007467029,0.0007708715,0.001434347,0.0006412602,0.001289281,0.001071792,0.001237025,0.006238964],"category_scores_gemma":[0.01261298,0.0005315849,0.001564677,0.001184592,0.0003189116,0.001060073,0.0005716961,0.001682178,0.0005536854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532307,"about_ca_system_score_gemma":0.0005100082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216494,"about_ca_topic_score_gemma":0.001631565,"domain_scores_codex":[0.9988304,0.0005683507,0.000119633,0.0002443274,0.0001248634,0.0001124321],"domain_scores_gemma":[0.990444,0.006114536,0.00141908,0.0004666866,0.0009049975,0.0006506724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182131,0.0001362106,0.9969509,0.00002689618,0.0001727083,0.0002011069,0.00006670982,0.0001103063,0.00003909719,0.00003387457,0.0004574561,0.001586586],"study_design_scores_gemma":[0.0001359414,0.0009535586,0.9624671,0.0001431948,0.001425496,0.001456574,0.001213696,0.02985654,0.0001234338,0.0004673901,0.001706576,0.00005049499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961195,0.001050591,0.0008881519,0.0007834779,0.00015622,0.0000374421,0.0004936517,0.00001453425,0.0004562931],"genre_scores_gemma":[0.99791,0.0002947067,0.0007254193,0.0001343313,0.0002082154,0.00003593818,0.0004548526,0.000005972511,0.0002305687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006238964,"threshold_uncertainty_score":0.02145118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931056215662805,"score_gpt":0.3402932305413191,"score_spread":0.3109826683846911,"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."}}