{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01172124,0.0006375548,0.0007075897,0.003508601,0.0005495436,0.0016629,0.0007494465,0.0007266478,0.009866999],"category_scores_gemma":[0.06588111,0.0002261558,0.001283562,0.001585409,0.0003525734,0.001732793,0.001788325,0.001142247,0.001913503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202407,"about_ca_system_score_gemma":0.00165226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004355446,"about_ca_topic_score_gemma":0.0007220505,"domain_scores_codex":[0.9927281,0.003087591,0.001173076,0.0002205059,0.002469058,0.0003215678],"domain_scores_gemma":[0.9480682,0.03270488,0.009547296,0.001488675,0.0067628,0.001428138],"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":[0.002543906,0.00485701,0.2950446,0.003919319,0.0002257319,0.0008398073,0.01174735,0.001191531,0.004014167,0.0006230939,0.0146649,0.6603286],"study_design_scores_gemma":[0.0004129399,0.007752576,0.9015638,0.00228543,0.0003224774,0.002066477,0.01009504,0.003944534,0.01065773,0.001496511,0.05922685,0.0001756399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676529,0.0007541252,0.00541405,0.0008263864,0.0001267256,0.005986452,0.002441705,0.0003808223,0.0164167],"genre_scores_gemma":[0.9576417,0.0008380589,0.02917279,0.0004546845,0.00007663361,0.005473958,0.002046891,0.00006782515,0.00422756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172124,"threshold_uncertainty_score":0.06198859,"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."}}