{"id":"W2911116777","doi":"10.1111/opo.12599","title":"From suppression to stereoacuity: a composite binocular function score for clinical research","year":2019,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Eye Institute","keywords":"Stereoscopic acuity; Binocular vision; Medicine; Contrast (vision); Optometry; Audiology; Vision test; Strabismus; Sensory threshold; Stereopsis; Ophthalmology; Psychology; Visual acuity; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692028,0.001068488,0.001065629,0.00322367,0.0007427899,0.001005641,0.0008256988,0.0007411703,0.005432542],"category_scores_gemma":[0.00593322,0.0001888621,0.001458262,0.001595943,0.0004653543,0.00115279,0.001290396,0.0008479478,0.001303221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526269,"about_ca_system_score_gemma":0.001014068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003887212,"about_ca_topic_score_gemma":0.006368596,"domain_scores_codex":[0.9986527,0.0002110294,0.0003014545,0.0001413673,0.0005574606,0.0001359852],"domain_scores_gemma":[0.996396,0.0005052348,0.0009255232,0.0001380878,0.001466128,0.0005690201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002317258,0.0008891868,0.9423023,0.0001809076,0.0002874995,0.0002372375,0.0004937939,0.0005750734,0.003125367,0.0002608507,0.00527748,0.04405304],"study_design_scores_gemma":[0.0001774099,0.001935365,0.9912731,0.00004549315,0.0001326861,0.0006566072,0.0005191024,0.001520087,0.001325833,0.0002891005,0.002088031,0.00003718738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9757353,0.0004565901,0.002231863,0.0002557622,0.00009665458,0.0009041079,0.00410167,0.00008804781,0.01612999],"genre_scores_gemma":[0.9877098,0.0002712335,0.003723947,0.0001395255,0.00005132406,0.0008164527,0.004438143,0.00002862322,0.002820858],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005432542,"threshold_uncertainty_score":0.01817369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3296176730017737,"score_gpt":0.5008390049568835,"score_spread":0.1712213319551097,"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."}}