{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02069917,0.0004116925,0.000628536,0.003537087,0.001987855,0.004662124,0.001560451,0.001386203,0.005301216],"category_scores_gemma":[0.0838343,0.0003921888,0.001634823,0.002901574,0.001164964,0.004452313,0.004360966,0.002411315,0.0002779965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056813,"about_ca_system_score_gemma":0.05162072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649332,"about_ca_topic_score_gemma":0.06497368,"domain_scores_codex":[0.984996,0.01036393,0.001439864,0.0004593622,0.001771655,0.0009692325],"domain_scores_gemma":[0.9660804,0.01761805,0.0074665,0.0005588141,0.004946972,0.003329308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003960728,0.0006084219,0.07189815,0.1116085,0.0009214207,0.001202887,0.04472518,0.002934942,0.0005984919,0.01913868,0.03609294,0.7098743],"study_design_scores_gemma":[0.0006040654,0.0015317,0.1196031,0.4238658,0.001560379,0.00202069,0.08736385,0.001269294,0.001292434,0.01051232,0.3501851,0.0001912045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2650537,0.4845239,0.005608506,0.1691761,0.003104607,0.006588961,0.002558829,0.0002000109,0.06318539],"genre_scores_gemma":[0.5983042,0.3497845,0.03513885,0.007358957,0.0003683291,0.005796452,0.0008824599,0.00004160063,0.002324693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03649332,"threshold_uncertainty_score":0.1094689,"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."}}