{"id":"W4401803993","doi":"10.1057/978-1-349-96110-8_9565","title":"Commonwealth Eye Health Consortium","year":2024,"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":"Killam Trusts; Canada Council for the Arts; École des Hautes Etudes en Sciences Sociales; Strong","keywords":"Commonwealth; Optometry; Geography; Political science; Medicine; Archaeology","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":[0.001723764,0.0003673891,0.0002431825,0.001259164,0.003843592,0.005391774,0.000932321,0.005207397,0.1889956],"category_scores_gemma":[0.003644297,0.0003010839,0.0002619849,0.00164003,0.002105038,0.002588222,0.004928538,0.003143755,0.04058074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388947,"about_ca_system_score_gemma":0.01156844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04719235,"about_ca_topic_score_gemma":0.111441,"domain_scores_codex":[0.9985471,0.0002857541,0.00004076209,0.0001288711,0.0005924333,0.0004050944],"domain_scores_gemma":[0.9979171,0.0006199275,0.0001019962,0.0001580104,0.000519914,0.0006831006],"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":[0.0000190481,0.00002025781,0.0002479317,0.00006667255,8.815373e-7,0.0001776531,0.000420408,0.00003742063,0.0001149131,0.0297765,0.9281539,0.04096425],"study_design_scores_gemma":[0.000006141941,0.000005579862,0.0004581255,0.0000660622,6.082413e-7,0.00006968808,0.0002826521,0.0000198434,0.00004359538,0.001228805,0.9978151,0.000003898709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001858774,0.005572342,0.0002842621,0.03138859,0.00244955,0.0001010623,0.000344942,0.0001137268,0.9578868],"genre_scores_gemma":[0.003416845,0.001109291,0.0001076468,0.002591895,0.0002057193,0.00004369311,0.00007951739,0.00003778991,0.9924076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8110043,"threshold_uncertainty_score":0.6322534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262276096165453,"score_gpt":0.2950072055665613,"score_spread":0.268779595950016,"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."}}