{"id":"W4403924432","doi":"10.1097/opx.0000000000002198","title":"Empowering optometrists with evidence: The American Academy of Optometry and Cochrane Eyes and Vision Educational Program","year":2024,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute","keywords":"Optometry; Medicine; 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":[0.1020396,0.001496218,0.003081093,0.01566227,0.003266587,0.01079409,0.004826654,0.01388212,0.01727027],"category_scores_gemma":[0.2974345,0.002502236,0.004039169,0.009518565,0.003119335,0.01078267,0.01519481,0.01876986,0.004005088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159223,"about_ca_system_score_gemma":0.08535005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900288,"about_ca_topic_score_gemma":0.0146652,"domain_scores_codex":[0.9139698,0.03986605,0.01873669,0.00330194,0.02070873,0.003416845],"domain_scores_gemma":[0.694362,0.1425959,0.03922112,0.01107978,0.06954762,0.04319367],"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":[0.0002816095,0.0001919024,0.0004638831,0.01513577,0.0003134598,0.0001422619,0.0003187149,0.0001704712,0.0001394812,0.005634096,0.6650187,0.3121897],"study_design_scores_gemma":[0.0006967559,0.0001221191,0.001936699,0.08539564,0.0003135372,0.000375958,0.0001967655,0.0003023928,0.0001626076,0.01092828,0.899478,0.0000912159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008309915,0.2131425,0.006901213,0.7105263,0.03740732,0.004986023,0.001108447,0.0007372784,0.02436001],"genre_scores_gemma":[0.01155666,0.3750544,0.08962807,0.4357017,0.03988784,0.02526255,0.002203078,0.0005787943,0.02012692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1020396,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361497989107915,"score_gpt":0.6671928573460207,"score_spread":0.5935778774549416,"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."}}