{"id":"W4226181391","doi":"10.1370/afm.20.s1.2895","title":"Primary care provider diagnosed eczema within electronic medical records from seven canadian provinces","year":2022,"lang":"en","type":"article","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Medical record; Odds ratio; Logistic regression; Family medicine; Demographics; Odds; Primary care; Cross-sectional study; Pediatrics; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794267,0.0006090567,0.0008025496,0.004744961,0.003997429,0.001654167,0.002124249,0.0005775404,0.002465289],"category_scores_gemma":[0.007268542,0.0006865587,0.001048185,0.01377715,0.0008738475,0.0004834673,0.00194546,0.0007625922,0.000377697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04429635,"about_ca_system_score_gemma":0.05841666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970449,"about_ca_topic_score_gemma":0.9980366,"domain_scores_codex":[0.9958372,0.000250426,0.0004357571,0.0006828653,0.001722273,0.001071455],"domain_scores_gemma":[0.9932417,0.0005556089,0.001727282,0.0003822147,0.003292907,0.0008002173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024001,0.00003660782,0.9833482,0.0004651716,0.0001685036,0.0002123228,0.001477017,0.0002158493,0.0001453724,0.0001637778,0.005968011,0.007696821],"study_design_scores_gemma":[0.00001412853,0.00001639579,0.9961244,0.0001483519,0.0000637511,0.0001289424,0.001360166,0.0002139617,0.00007080858,0.00002250265,0.001820056,0.00001657834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942983,0.002093548,0.0004116581,0.0006251849,0.00003229227,0.0003884493,0.09715345,0.00005221113,0.004944901],"genre_scores_gemma":[0.9733031,0.001404774,0.0009494892,0.0003563108,0.0000163645,0.0001818792,0.02289486,0.00001498281,0.0008783291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04429635,"threshold_uncertainty_score":0.321394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005588495059059197,"score_gpt":0.229606596301988,"score_spread":0.2240181012429288,"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."}}