{"id":"W4311235926","doi":"10.3390/vision6040073","title":"Low-Concentration Atropine Monotherapy vs. Combined with MiSight 1 Day Contact Lenses for Myopia Management","year":2022,"lang":"en","type":"article","venue":"Vision","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Hebrew University of Jerusalem","keywords":"Atropine; Medicine; Medical prescription; Ophthalmology; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001418468,0.000128853,0.0002265333,0.0000522253,0.000339323,0.000009678442,0.00005336969,0.00002722252,0.0002997293],"category_scores_gemma":[0.000006833749,0.0000950605,0.00005766319,0.0001057738,0.00003115379,0.00005895971,0.00004078747,0.00008383701,0.000007648507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750688,"about_ca_system_score_gemma":0.00001661941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004837524,"about_ca_topic_score_gemma":7.133085e-7,"domain_scores_codex":[0.9991698,0.00005229266,0.00016283,0.0002378306,0.0001885443,0.0001887073],"domain_scores_gemma":[0.9996179,0.00005769173,0.00007149686,0.0001677787,0.00004215546,0.00004296966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1677734,0.01855254,0.4400215,0.002813618,0.004600686,0.0007196144,0.008085132,0.0002652323,0.06836805,0.02700537,0.1341236,0.1276712],"study_design_scores_gemma":[0.02995328,0.2007575,0.6995917,0.0003282765,0.0003898001,0.0000498845,0.0007731107,0.001433049,0.01083182,0.0002731536,0.05515945,0.0004590313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930456,0.0002127701,0.001595454,0.00268408,0.0002667729,0.001425924,0.00001272854,0.00006354062,0.0006931072],"genre_scores_gemma":[0.99573,0.000102423,0.0004143126,0.001003892,0.00006198436,0.0001967516,0.000117722,0.00001852523,0.002354332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595701,"threshold_uncertainty_score":0.3876455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588272956145442,"score_gpt":0.3177255897119849,"score_spread":0.3018428601505305,"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."}}