{"id":"W413759213","doi":"","title":"Canadian uncorrected refractive error study – preliminary findings from the pilot study","year":2009,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refractive error; Optometry; Computer science; Medicine; Ophthalmology; Eye disease","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":[0.006465922,0.0008128908,0.0008972338,0.001267371,0.009874893,0.001756549,0.00300498,0.001066417,0.00650094],"category_scores_gemma":[0.0151165,0.0008893586,0.0007399015,0.003242939,0.002132482,0.001378704,0.001699928,0.001771935,0.001001157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02765863,"about_ca_system_score_gemma":0.06056229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821104,"about_ca_topic_score_gemma":0.9933485,"domain_scores_codex":[0.9952319,0.0008853602,0.0002329189,0.0004704759,0.002343999,0.0008353494],"domain_scores_gemma":[0.9851257,0.002163577,0.0008516161,0.0009736934,0.008598594,0.002286885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007055862,0.01289022,0.7838693,0.0007563842,0.0003827835,0.003117274,0.06922977,0.0005362756,0.004071497,0.003467647,0.03094158,0.0836815],"study_design_scores_gemma":[0.0006973,0.001521914,0.9607588,0.000110219,0.0001255549,0.000384064,0.022981,0.0002818021,0.0007360279,0.0003479626,0.01190823,0.0001470667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810141,0.0005367314,0.0002295958,0.0008435245,0.00009749235,0.001273555,0.001592772,0.00001819677,0.01439406],"genre_scores_gemma":[0.9843736,0.0006392109,0.001295155,0.0008257281,0.00003497361,0.0008286643,0.001333003,0.00002304808,0.01064663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02765863,"threshold_uncertainty_score":0.2006783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144694431069301,"score_gpt":0.3593505163080025,"score_spread":0.2146560852387015,"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."}}