{"id":"W3197992476","doi":"10.1016/j.clae.2021.101510","title":"Magnitude of astigmatism – A comparison between eyes","year":2021,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Astigmatism; Refractive error; Optometry; Medicine; Refraction; Ophthalmology; Subjective refraction; Visual acuity; Optics; Physics","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":[0.001475961,0.0003541155,0.0004097172,0.002268331,0.0003940028,0.0008605341,0.0004079287,0.0004060788,0.003754711],"category_scores_gemma":[0.006016603,0.0002100621,0.0009131826,0.001242772,0.0005721699,0.001321733,0.0007824628,0.0003901344,0.0003184887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003798186,"about_ca_system_score_gemma":0.0002995615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055269,"about_ca_topic_score_gemma":0.002169371,"domain_scores_codex":[0.9988109,0.0004648992,0.0002615995,0.000173648,0.0001918396,0.00009715414],"domain_scores_gemma":[0.9945092,0.002732164,0.001402983,0.0004030296,0.0006085434,0.000344151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007988271,0.000245069,0.9763412,0.0001785527,0.001019803,0.0002819315,0.001007099,0.0001081121,0.002963148,0.0003479328,0.0001453127,0.009373455],"study_design_scores_gemma":[0.00004153094,0.001564482,0.9958141,0.00001573375,0.0001286712,0.0004044066,0.001170419,0.00005104122,0.000311587,0.0001184579,0.000370037,0.000009440607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971619,0.0009387236,0.00008408835,0.00001886132,0.00001060383,0.000009916645,0.0001477639,0.000002044742,0.001626266],"genre_scores_gemma":[0.9994553,0.0001272508,0.00004063607,0.000009254212,0.00001155286,0.000004431662,0.000119101,0.000001617337,0.0002309579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003754711,"threshold_uncertainty_score":0.01256073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265056589187183,"score_gpt":0.3690104625338715,"score_spread":0.3263598966419997,"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."}}