{"id":"W4212977085","doi":"10.1016/j.bjps.2022.02.009","title":"Patient-perceived barriers to surgical treatment of cleft lip and palate in Brazil: A multi-region study","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Logistic regression; Odds ratio; Confidence interval; Demographics; Univariate analysis; Odds; Multivariate analysis; Male gender; Pediatrics; Dentistry; Demography; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138431,0.0001674188,0.0004695508,0.0003418934,0.00008952279,0.00001426885,0.00008800592,0.00005761169,0.0000575635],"category_scores_gemma":[0.0002476403,0.0001422878,0.0002133142,0.000197224,0.0001258604,0.000007165008,0.00007737322,0.0001557994,6.687868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988977,"about_ca_system_score_gemma":0.0003180017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004253885,"about_ca_topic_score_gemma":0.00002731048,"domain_scores_codex":[0.9980868,0.0005063916,0.0006225666,0.0002572656,0.0002767696,0.0002502048],"domain_scores_gemma":[0.9988245,0.0003231673,0.0002814248,0.0001544438,0.0001248874,0.0002915303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169832,0.000487865,0.9566168,0.000006058292,0.00009775949,0.0003745285,0.001201584,0.0005102501,0.00168173,0.000001152975,0.00006390264,0.03778858],"study_design_scores_gemma":[0.005042062,0.008205115,0.9632776,0.00009787617,0.00007792752,0.007141832,0.01152923,0.0002039284,0.0005184388,0.00002486174,0.003489808,0.0003913115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991387,0.00009906761,0.00001831206,0.00006561314,0.0003660611,0.0002718442,0.00001594286,0.000001735762,0.00002272477],"genre_scores_gemma":[0.9995798,0.0002501457,0.00006468848,0.00001262861,0.0000352439,0.0000186446,0.000003357687,0.00001672181,0.00001879261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03739727,"threshold_uncertainty_score":0.5802327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109180564164796,"score_gpt":0.2827824771051081,"score_spread":0.2616906714634601,"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."}}