{"id":"W4243463401","doi":"10.24875/gamo.17000048","title":"Neoplasia intraepitelial corneal como causa de disminución de la agudeza visual: abordaje de bajo costo","year":2017,"lang":"es","type":"article","venue":"Gaceta Mexicana de Oncología","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002440499,0.0008165911,0.001483111,0.0002304531,0.001343898,0.0003179232,0.0009960236,0.001764056,0.0006346169],"category_scores_gemma":[0.001996358,0.0008042597,0.00044015,0.0001929364,0.001851877,0.0002526136,0.0003573609,0.001660872,0.0004723705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003663983,"about_ca_system_score_gemma":0.0050445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891692,"about_ca_topic_score_gemma":0.003068672,"domain_scores_codex":[0.9940245,0.001551721,0.0007466339,0.0009670938,0.0004778641,0.002232251],"domain_scores_gemma":[0.9949448,0.001188518,0.0007255468,0.001399418,0.0001593135,0.001582414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001827304,0.00266226,0.9088657,0.0002361909,0.001681599,0.01522025,0.001805303,0.00002747034,0.005953746,0.002183875,0.01552798,0.04400826],"study_design_scores_gemma":[0.01054748,0.002857126,0.8917388,0.0004598369,0.002927011,0.002017082,0.0004733074,0.001613224,0.00507838,0.0007810558,0.08081536,0.0006913433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682544,0.0021629,0.0005691653,0.005283546,0.001165998,0.001004956,0.0002022513,0.0001825671,0.02117423],"genre_scores_gemma":[0.985715,0.002991932,0.003335221,0.003118096,0.001635006,0.0001741085,0.0001077408,0.0001506535,0.002772297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06528739,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296974712391625,"score_gpt":0.359179414355693,"score_spread":0.3462096672317768,"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."}}