{"id":"W2803076826","doi":"10.1017/s0952523817000190","title":"Classification and diversity of amblyopia","year":2018,"lang":"en","type":"review","venue":"Visual Neuroscience","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Anisometropia; Strabismus; Etiology; Optometry; Diversity (politics); Refractive error; Psychology; Ophthalmology; Medicine; Neuroscience; Visual acuity; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000182036,0.0001621784,0.0006889365,0.0001332837,0.0002313852,0.000006422509,0.0001183742,0.0001158071,0.000008242791],"category_scores_gemma":[0.0002153997,0.0001189597,0.000102174,0.0003247217,0.0008717229,0.00005897379,0.0004807594,0.0001413207,0.00001458201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001687039,"about_ca_system_score_gemma":0.00007177494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004215486,"about_ca_topic_score_gemma":1.282627e-7,"domain_scores_codex":[0.9989806,0.00006839821,0.0002328526,0.0003752528,0.0001880509,0.0001548176],"domain_scores_gemma":[0.999424,0.00007296953,0.0002099454,0.0001606999,0.00005436389,0.00007805332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002190926,0.003977093,0.1684973,0.103281,0.0001929735,0.0001668117,0.0007683923,1.881207e-8,0.0006575445,0.001540879,0.004257145,0.7164417],"study_design_scores_gemma":[0.0005136647,0.009562581,0.3258122,0.008470098,0.001560467,0.0005943413,0.00004631843,0.00007041905,0.00001932818,0.00003584972,0.6528651,0.0004496897],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02968424,0.9689263,0.000009448194,0.00002884428,0.0004498554,0.0004958899,0.00001193979,0.00002946435,0.0003640126],"genre_scores_gemma":[0.02180646,0.977547,0.00002031326,0.00006630492,0.00005715153,0.000005860901,0.000003676908,0.000007703927,0.0004855023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.715992,"threshold_uncertainty_score":0.4851036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2104861227654012,"score_gpt":0.463570710900313,"score_spread":0.2530845881349119,"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."}}