{"id":"W4390608441","doi":"10.1002/bdr2.2295","title":"Publicly funded healthcare costs associated with orofacial clefts for children born in Alberta, Canada between 2002 and 2018","year":2024,"lang":"en","type":"article","venue":"Birth Defects Research","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Children's Hospital; Alberta Health; University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Cohort; Population; Pediatrics; Health care; Retrospective cohort study; Cohort study; Family medicine; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112637,0.0001789227,0.0002242256,0.0002190476,0.0002097018,0.000183619,0.0002394108,0.0002375618,0.00002715568],"category_scores_gemma":[0.0005579987,0.0001536037,0.00004428239,0.0006052748,0.0001342458,0.00001061326,0.0001769178,0.0004531265,0.000008364711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325065,"about_ca_system_score_gemma":0.001683689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5540774,"about_ca_topic_score_gemma":0.9649866,"domain_scores_codex":[0.9972598,0.0003367662,0.0002038774,0.0006497877,0.0005789371,0.0009708067],"domain_scores_gemma":[0.9986421,0.0004449258,0.00002392285,0.0002882517,0.0002605716,0.0003402135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827947,0.00002960512,0.9649649,0.0001745305,0.0001520093,0.00002243542,0.00004799379,0.00000181505,0.0007667066,0.0001151838,0.02540699,0.008134997],"study_design_scores_gemma":[0.001228008,0.0009222188,0.9521265,0.0001735026,0.000009019376,0.00001011973,0.0000504351,0.00007816733,0.002039973,0.00006464407,0.0429964,0.0003010052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945036,0.001284335,0.000009466396,0.002088508,0.00005789531,0.001006227,0.0004154022,0.00001317255,0.0006214309],"genre_scores_gemma":[0.9957933,0.0003523953,0.00001212591,0.0000763821,0.0002585308,0.0001028779,0.0005653481,0.00004912346,0.002789941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109092,"threshold_uncertainty_score":0.6263777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476247658237826,"score_gpt":0.331669922648303,"score_spread":0.2969074460659248,"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."}}