{"id":"W1972084372","doi":"10.1038/eye.2012.240","title":"Response to Tatham and Brookes","year":2012,"lang":"en","type":"letter","venue":"Eye","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Paragraph; Medicine; Cataract surgery; State (computer science); Optometry; Surgery; Political science; Law","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":[0.002753947,0.001208835,0.001955039,0.001054942,0.007279899,0.005763904,0.002471425,0.1024434,0.01900765],"category_scores_gemma":[0.02437478,0.001109183,0.001602886,0.0009357504,0.003112821,0.003854899,0.003066431,0.06167128,0.01067721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006797661,"about_ca_system_score_gemma":0.006179364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080037,"about_ca_topic_score_gemma":0.02323691,"domain_scores_codex":[0.9968527,0.0006971474,0.0003063163,0.0003929996,0.0008036145,0.0009472126],"domain_scores_gemma":[0.9935481,0.002377632,0.000629225,0.0001832196,0.001349537,0.001912291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000367115,0.0000198022,0.0003597084,0.00003941992,0.00001066748,0.003041437,0.00009910714,0.00004134463,0.00006291553,0.001107528,0.9922936,0.002887802],"study_design_scores_gemma":[0.000111074,0.0000864192,0.001616625,0.0005617019,0.00004921651,0.00610531,0.001231083,0.0004245751,0.0001940753,0.005954958,0.9835728,0.0000921169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002485456,0.0007384231,0.00004267918,0.9756385,0.02056102,0.00001108095,0.00002875627,0.00001683187,0.002714205],"genre_scores_gemma":[0.002399336,0.0006844409,0.00009967925,0.9627573,0.02346408,0.00002262361,0.00002013715,0.00001767373,0.01053465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1024434,"threshold_uncertainty_score":0.06358695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495578698613834,"score_gpt":0.2899202847624343,"score_spread":0.2749644977762959,"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."}}