{"id":"W4206410868","doi":"10.1186/s12886-021-02221-w","title":"Stabilization of refractive error and associated factors following small incision phacoemulsification cataract surgery","year":2022,"lang":"en","type":"article","venue":"BMC Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Ögonfonden","keywords":"Medicine; Phacoemulsification; Visual acuity; Ophthalmology; Refractive error; Cataract surgery; Intraocular lens; Prospective cohort study; Optometry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005529344,0.0002468897,0.0004201785,0.0009112204,0.0006305628,0.0004865904,0.0003191485,0.000379117,0.001316353],"category_scores_gemma":[0.004789179,0.0001746437,0.0003342349,0.0007190148,0.0004769328,0.0004627568,0.0004886159,0.0007369104,0.000134268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170215,"about_ca_system_score_gemma":0.0007072685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318013,"about_ca_topic_score_gemma":0.004451827,"domain_scores_codex":[0.9995446,0.00006065295,0.00008488736,0.0000667166,0.0001447126,0.00009853475],"domain_scores_gemma":[0.993686,0.001148998,0.004094548,0.0001379228,0.0003296297,0.0006028271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760096,0.00005714201,0.9969245,0.00001500613,0.000009227804,0.0004699115,0.00008059254,0.0000229117,0.0003156583,0.000004969579,0.00002516575,0.001798916],"study_design_scores_gemma":[0.000004664098,0.0004149566,0.9974928,0.000005910446,0.000007707521,0.001639016,0.0001869423,0.00006239863,0.0001342144,0.0000105201,0.00003714894,0.000003831906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999648,0.0001293104,0.00004587689,0.00001465022,0.00000284749,0.000009835506,0.00002975858,0.000001488271,0.0001182527],"genre_scores_gemma":[0.999752,0.00007233381,0.00005311855,0.000008898538,0.000006388444,0.000005769135,0.00005599954,5.864679e-7,0.00004485136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318013,"threshold_uncertainty_score":0.004609048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028466737138585,"score_gpt":0.3202861385568042,"score_spread":0.2300014711854183,"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."}}