{"id":"W4406396217","doi":"10.1016/j.yoph.2015.04.028","title":"10.1016/j.yoph.2015.04.028","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Astigmatism; Cataract surgery; Surgery; Ophthalmology; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004550621,0.0007203147,0.0003861002,0.00100097,0.0007183638,0.001472266,0.00052164,0.002159227,0.8116344],"category_scores_gemma":[0.0009425809,0.0003496072,0.0003560093,0.0004038061,0.0005413964,0.001588665,0.0008619628,0.001118288,0.5922932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279902,"about_ca_system_score_gemma":0.001078722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853029,"about_ca_topic_score_gemma":0.003056759,"domain_scores_codex":[0.9998304,0.00001977555,0.00001433824,0.00003729315,0.00004720594,0.00005100368],"domain_scores_gemma":[0.9994203,0.00009467049,0.00009183412,0.00002278284,0.000118575,0.0002518789],"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":[0.0003550746,0.0004229985,0.01159983,0.0006325688,0.00004432529,0.0008260453,0.0001823244,0.0001033073,0.0005434695,0.00399933,0.2822872,0.6990035],"study_design_scores_gemma":[0.00020587,0.0002955749,0.02640393,0.003338262,0.00006603814,0.009663171,0.0008312263,0.0003025034,0.0005016757,0.006038624,0.9523108,0.00004230385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01037865,0.02799259,0.001030687,0.01432763,0.002566945,0.0001213576,0.002947979,0.0007859966,0.9398481],"genre_scores_gemma":[0.04829246,0.01929303,0.002010356,0.004692239,0.00205045,0.0001350386,0.001937737,0.0001876571,0.921401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1883656,"threshold_uncertainty_score":0.2686808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565083142562122,"score_gpt":0.2783774763200616,"score_spread":0.2627266448944404,"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."}}