{"id":"W4399367828","doi":"10.1097/opx.0000000000002126","title":"Visual midline gauge validity and repeatability: Comparison to a current clinical method","year":2024,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Repeatability; Gauge (firearms); Visual angle; Horizontal and vertical; Medicine; Midline shift; Ophthalmology; Artificial intelligence; Mathematics; Computer science; Geometry; Surgery; Statistics; Computed tomography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01165152,0.0004863585,0.0004271267,0.001228237,0.0003975707,0.0008748573,0.001125144,0.0007386017,0.001772346],"category_scores_gemma":[0.04502443,0.0003080407,0.000565613,0.0005773,0.0008931048,0.0009418713,0.001287383,0.0004419307,0.000540718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103917,"about_ca_system_score_gemma":0.000664351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751243,"about_ca_topic_score_gemma":0.003416735,"domain_scores_codex":[0.9873803,0.004337825,0.001159261,0.002082403,0.004807215,0.0002330139],"domain_scores_gemma":[0.9659449,0.01356189,0.004976743,0.005177502,0.009786798,0.0005521128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003206037,0.0008055364,0.7247147,0.0008978772,0.00051023,0.0002046792,0.002430598,0.001054415,0.04457371,0.001294193,0.002370624,0.2179375],"study_design_scores_gemma":[0.0002893534,0.003972875,0.9634841,0.0002659354,0.0003084428,0.001750359,0.001117156,0.0075694,0.0158227,0.0008643791,0.004441299,0.0001139759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033101,0.001471333,0.08331548,0.0002576679,0.0005570868,0.0009448522,0.0007883363,0.0005440455,0.00881115],"genre_scores_gemma":[0.9603306,0.0002309351,0.03750788,0.0001090486,0.00008372844,0.0005817701,0.0003232192,0.00007380403,0.0007590766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165152,"threshold_uncertainty_score":0.06161982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356509685096238,"score_gpt":0.6491661914102165,"score_spread":0.5135152229005927,"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."}}