{"id":"W4383684692","doi":"10.58931/cect.2022.116","title":"Methods to treat myopia progression in pediatric patients","year":2022,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dioptre; Medicine; Refractive error; Visual impairment; Macular degeneration; Optometry; Public health; Blindness; Population; Ophthalmology; Visual acuity; Environmental health; 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":[0.0001677763,0.0001270206,0.0002217119,0.0004483441,0.0002396022,0.000004801921,0.00008773525,0.00005740805,0.000467921],"category_scores_gemma":[0.0001385485,0.0001190324,0.00004850416,0.0004949606,0.00002000189,0.00002763941,0.00008277812,0.0002191843,0.00003248588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000834141,"about_ca_system_score_gemma":0.0003094044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398155,"about_ca_topic_score_gemma":0.003529613,"domain_scores_codex":[0.9988804,0.0001701127,0.0001583946,0.0002602143,0.0001411986,0.000389688],"domain_scores_gemma":[0.9992624,0.00003623977,0.00002808574,0.0001772852,0.00007089024,0.0004250797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005550484,0.0000874178,0.974281,0.00006475461,0.000006357119,0.0001104414,0.002536045,0.000004037296,0.000008834055,0.000009842533,0.006148393,0.01668742],"study_design_scores_gemma":[0.0008479256,0.002025747,0.9804294,0.0000177627,0.00004726057,0.000004191581,0.001266317,0.000002204251,0.00004595586,0.000009261375,0.0151723,0.0001316918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917857,0.0008136838,0.000001520185,0.001113034,0.0004542447,0.0006496641,0.000046472,0.00002289077,0.005112784],"genre_scores_gemma":[0.9961404,0.00000671308,0.0006802444,0.00133293,0.00009213276,0.0002199255,0.00009256476,0.00001862778,0.001416517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655573,"threshold_uncertainty_score":0.601894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118122102001412,"score_gpt":0.3934783855947974,"score_spread":0.3722971645747833,"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."}}