{"id":"W4386984600","doi":"10.1057/978-1-349-96073-6_9666","title":"Commonwealth Eye Health Consortium","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Education, Victoria University of Wellington; Research Committee, Aristotle University of Thessaloniki; Killam Trusts; Tel Aviv University; Camargo Foundation; University of Toronto; Hebrew University of Jerusalem; Canada Council for the Arts; Government of Canada","keywords":"Commonwealth; Optometry; Political science; Geography; Medicine; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004402794,0.0004957393,0.0002456855,0.001088508,0.002332086,0.003674692,0.0006021463,0.002279978,0.2677918],"category_scores_gemma":[0.001431232,0.0003740662,0.000293693,0.001088293,0.0009232435,0.001940863,0.001893501,0.002528583,0.08527494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417046,"about_ca_system_score_gemma":0.005061136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03398269,"about_ca_topic_score_gemma":0.1087661,"domain_scores_codex":[0.9996086,0.00004084361,0.00001305307,0.00006909349,0.0001935267,0.00007493885],"domain_scores_gemma":[0.999432,0.0001041076,0.00002849589,0.00005290487,0.0001915052,0.0001910496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001085915,0.00001205697,0.0001068387,0.00004282562,8.339679e-7,0.0001292659,0.0001074491,0.00002597998,0.0001048428,0.009732775,0.9228342,0.06689212],"study_design_scores_gemma":[0.000002021735,0.000003268999,0.0001627425,0.00004966779,4.749618e-7,0.00009284698,0.00005252773,0.00001582184,0.00002731167,0.0005266402,0.9990645,0.000002292246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006139621,0.008639456,0.0003847955,0.007210942,0.001581207,0.00005563576,0.0003442276,0.0002327235,0.9809371],"genre_scores_gemma":[0.0009523741,0.002013821,0.0001334911,0.0009800022,0.00008567076,0.00001584916,0.00008955284,0.00005423807,0.9956749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7322081,"threshold_uncertainty_score":0.8958529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946785250953992,"score_gpt":0.3004591246243147,"score_spread":0.2609912721147748,"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."}}