{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007821416,0.0001221576,0.0001782788,0.000120021,0.00004117748,0.00001338638,0.0000191556,0.0002053556,0.0002361013],"category_scores_gemma":[0.00004623547,0.00009485292,0.00005220174,0.000054513,0.00002036048,0.00001950573,0.00002377019,0.0002873646,0.0006687827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004655107,"about_ca_system_score_gemma":0.00002445337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003007305,"about_ca_topic_score_gemma":0.000001443406,"domain_scores_codex":[0.999451,0.00004213585,0.00007487819,0.0001528542,0.0001107189,0.000168374],"domain_scores_gemma":[0.999597,0.00004488006,0.00002020227,0.000235786,0.00002204971,0.00008013524],"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":[0.00008896257,0.00004863445,0.009918884,0.00004109488,0.0001142839,0.000527041,0.00009354013,2.175618e-8,0.0001592207,0.000002160342,0.9870278,0.001978317],"study_design_scores_gemma":[0.0003857959,0.0001832108,0.03306629,0.00006823608,0.0001380652,0.00007612631,0.000002887056,1.63975e-7,0.0001261066,0.000006449374,0.9658639,0.00008269694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2075814,0.001101238,0.0000336988,0.7826158,0.0005594129,0.0004774106,0.00003479749,0.00007463231,0.007521629],"genre_scores_gemma":[0.03990323,0.00003454856,0.0009628354,0.8129307,0.002924072,0.0000682984,0.0001354552,0.0000698088,0.142971],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1676781,"threshold_uncertainty_score":0.8596071,"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."}}