{"id":"W4228997616","doi":"10.1111/opo.12991","title":"Assessment of patient education materials for age‐related macular degeneration","year":2022,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Macular degeneration; Medicine; Optometry; Ophthalmology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004657744,0.00006917307,0.0001706393,0.00001670795,0.00008241722,0.000005445527,0.00002157468,0.00002738171,0.0001971359],"category_scores_gemma":[0.0000146852,0.00005007816,0.00005280439,0.00003973477,0.00002716906,0.00001247582,0.00003567296,0.00003552065,5.310776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003909176,"about_ca_system_score_gemma":0.00006125758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004646438,"about_ca_topic_score_gemma":8.501616e-9,"domain_scores_codex":[0.9994674,0.00004085064,0.0001677664,0.0001314157,0.0001182387,0.00007432816],"domain_scores_gemma":[0.9997208,0.00001834788,0.00008118869,0.00008064709,0.00005195554,0.00004707649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000517369,0.003730863,0.005642074,0.0003038745,0.0002244216,0.00004852976,0.00009793202,0.0007613472,0.9530206,0.02893493,0.0003472094,0.006370823],"study_design_scores_gemma":[0.003100761,0.01698667,0.9220331,0.0001155491,0.0008345506,0.0002478743,0.0008072422,0.004040751,0.02740586,0.02306323,0.0009220443,0.0004423519],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984055,0.0001520974,0.00001612729,0.00005186585,0.0001070899,0.0004674915,0.00006840426,0.000006224314,0.0007251833],"genre_scores_gemma":[0.9965866,0.00004958342,0.002300644,0.00007723344,0.00002297552,0.0001535577,0.0006752965,0.000005725779,0.0001283875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256148,"threshold_uncertainty_score":0.21585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843216580586456,"score_gpt":0.3318671498246031,"score_spread":0.3034349840187385,"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."}}