{"id":"W2106640409","doi":"10.1016/j.jaad.2005.03.029","title":"Socioeconomic status influences care of patients with acne in Ontario, Canada","year":2006,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Toronto Western Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Socioeconomic status; Specialty; Household income; Cohort; Health care; Acne; Population; Family medicine; Cohort study; Environmental health; Dermatology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005485961,0.0002047602,0.0004673387,0.000876955,0.005567825,0.002006819,0.001494758,0.0006452153,0.00571375],"category_scores_gemma":[0.004611178,0.0003659502,0.0007897979,0.003657375,0.0009428774,0.000533193,0.001175784,0.001167463,0.0002943262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04472281,"about_ca_system_score_gemma":0.05165223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995116,"about_ca_topic_score_gemma":0.9981405,"domain_scores_codex":[0.9984863,0.0002081293,0.0001228441,0.0001110993,0.0003529334,0.0007187009],"domain_scores_gemma":[0.9943728,0.0004287772,0.001369977,0.00008792389,0.001581502,0.002159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210555,0.0000847247,0.9902821,0.00004196658,0.0000612258,0.0002822999,0.002579589,0.0001112242,0.00006829117,0.0002404918,0.002541577,0.003585308],"study_design_scores_gemma":[0.00002707259,0.00002786944,0.991052,0.00009513452,0.00003626799,0.0001210548,0.006791295,0.0001729729,0.00001875984,0.00006898081,0.001572758,0.00001591587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868629,0.001124316,0.00004764571,0.00271661,0.00005077047,0.00005723475,0.001664493,0.00000538772,0.00747062],"genre_scores_gemma":[0.9974674,0.0005883135,0.00008135354,0.0003536922,0.00001584901,0.00001668471,0.0003981655,0.000005461618,0.001073165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04472281,"threshold_uncertainty_score":0.3244882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003888780357616276,"score_gpt":0.231718135285516,"score_spread":0.2278293549278997,"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."}}