{"id":"W6889653098","doi":"10.25949/26517529","title":"Improving care pathways for otitis media in First Nations children","year":2022,"lang":"en","type":"dissertation","venue":"Macquarie University","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Indigenous; Sustainability; Critical appraisal; Health care; Cultural safety; Project commissioning; Quality of life (healthcare)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009617038,0.0001866181,0.0003394462,0.0006031979,0.0004664395,0.00001267703,0.0001525741,0.0002368065,0.001020915],"category_scores_gemma":[0.0003671687,0.0002394981,0.0001940327,0.0003892629,0.00002803522,0.00008585757,0.00003996526,0.0004034498,0.00001069058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803013,"about_ca_system_score_gemma":0.0004840244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509451,"about_ca_topic_score_gemma":0.07444072,"domain_scores_codex":[0.9989358,0.00003615299,0.0001643932,0.00036746,0.0002512726,0.0002449712],"domain_scores_gemma":[0.9990697,0.0003376012,0.0001313197,0.0002177764,0.0001294465,0.0001141792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003162033,0.0009496419,0.7737947,0.006658548,0.0006140178,0.002721128,0.1146277,0.0001421429,0.0002590257,0.02283278,0.01518565,0.05905267],"study_design_scores_gemma":[0.005306588,0.0003550651,0.8657942,0.0006780262,0.0006811589,0.00002375943,0.06056968,0.0001100764,0.000392961,0.0001095553,0.06508458,0.0008943545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584288,0.0009653436,0.00004127602,0.0001328282,0.002606738,0.001525265,0.00178268,0.0001473018,0.03436978],"genre_scores_gemma":[0.9609488,0.000256964,0.0003058157,0.00005180499,0.000209435,0.000009131632,0.02981643,0.00004886337,0.008352757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09199954,"threshold_uncertainty_score":0.9998923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007312934187373621,"score_gpt":0.2036840199525264,"score_spread":0.1963710857651528,"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."}}