{"id":"W4406511784","doi":"10.1016/j.yoph.2016.02.011","title":"10.1016/j.yoph.2016.02.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; IRIS (biosensor); Ophthalmology; Phakic intraocular lens; Optometry; Intraocular lenses; Intraocular lens; Visual acuity; Refractive error; Artificial intelligence; Computer science","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":[0.0004105218,0.0007628088,0.0004321214,0.0008643281,0.0007963109,0.001783177,0.0005719257,0.002325461,0.7990986],"category_scores_gemma":[0.001110253,0.0003044205,0.0003689901,0.0003387867,0.0006373157,0.001829654,0.0008960514,0.001519163,0.5834644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006699025,"about_ca_system_score_gemma":0.00123702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281895,"about_ca_topic_score_gemma":0.002731998,"domain_scores_codex":[0.9998223,0.00001651603,0.00001356977,0.00004172245,0.00005490143,0.0000509743],"domain_scores_gemma":[0.9993445,0.00008926715,0.00009335225,0.00002769915,0.0001620936,0.0002829765],"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":[0.0004171645,0.0003546367,0.007711265,0.0006312534,0.00004431401,0.001234967,0.0001914235,0.0001261484,0.001067555,0.005330454,0.3255988,0.6572921],"study_design_scores_gemma":[0.0001050678,0.0001952268,0.01200014,0.001813117,0.00004232302,0.01030149,0.0005399706,0.0002124492,0.0004829974,0.005811447,0.9684643,0.00003153545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008933065,0.03287684,0.001914179,0.01872939,0.00392427,0.0001137614,0.002257481,0.001017793,0.9302332],"genre_scores_gemma":[0.03993357,0.01728707,0.002582228,0.005743979,0.00279294,0.0001116964,0.001715221,0.0002429403,0.9295904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2009014,"threshold_uncertainty_score":0.2865615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006735980244767061,"score_gpt":0.1825573227704357,"score_spread":0.1758213425256686,"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."}}