{"id":"W4389558105","doi":"10.57204/001c.89065","title":"Refractive Surgery Overview","year":2023,"lang":"en","type":"article","venue":"CRO (Clinical & Refractive Optometry) Journal","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Presbyopia; Optometry; Refractive surgery; Astigmatism; Medicine; Optics; Ophthalmology; Cornea; 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":[0.0006703591,0.0007747019,0.0004159876,0.003529607,0.0005860284,0.001265385,0.0006632585,0.001235103,0.0292145],"category_scores_gemma":[0.001370921,0.0002349583,0.0006809988,0.00131649,0.0004193466,0.001572176,0.001085258,0.001941679,0.01236448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009696069,"about_ca_system_score_gemma":0.002115683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171154,"about_ca_topic_score_gemma":0.003702056,"domain_scores_codex":[0.9995373,0.00005467409,0.0000701825,0.00006596527,0.0002251864,0.00004666891],"domain_scores_gemma":[0.9992803,0.0001812862,0.00009117154,0.00003158753,0.0002898318,0.0001259401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005765447,0.00005676398,0.001010757,0.002588342,0.00003899356,0.00074487,0.00007141245,0.0002436737,0.001125244,0.006647175,0.1337756,0.8536396],"study_design_scores_gemma":[0.000006026402,0.00005680673,0.001450662,0.001345138,0.00002172311,0.007484514,0.00004424074,0.00006995168,0.0002269166,0.002370025,0.9869098,0.00001423669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001850826,0.8614957,0.00619982,0.01122961,0.00430153,0.0001059623,0.0008018944,0.0005228388,0.1134917],"genre_scores_gemma":[0.01148023,0.9278765,0.007661681,0.006381122,0.007405312,0.0001068935,0.001693408,0.000132118,0.03726272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0292145,"threshold_uncertainty_score":0.09773225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773591255459419,"score_gpt":0.5002629097255713,"score_spread":0.3229037841796294,"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."}}