{"id":"W4403151555","doi":"10.70313/2718.7446.v17.n02.317","title":"Oftalmología basada en la evidencia","year":2024,"lang":"es","type":"article","venue":"Oftalmología clínica y experimental.","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmerVision (Canada)","funders":"","keywords":"Geology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003707213,0.001148883,0.0015945,0.0007598297,0.0005491173,0.0003761167,0.001096192,0.002100215,0.0139989],"category_scores_gemma":[0.001330888,0.001011785,0.000777781,0.001178777,0.001817023,0.0004707252,0.001181818,0.003220105,0.01035032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112461,"about_ca_system_score_gemma":0.001682764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003166747,"about_ca_topic_score_gemma":0.000001585285,"domain_scores_codex":[0.9901223,0.002455239,0.001585342,0.002235964,0.001274256,0.002326953],"domain_scores_gemma":[0.9920949,0.004884029,0.0002218362,0.00151319,0.0001602965,0.001125742],"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":[0.01024925,0.01934312,0.1577325,0.01725984,0.004923669,0.1461649,0.007576632,0.00001380499,0.2264743,0.09727302,0.259181,0.05380803],"study_design_scores_gemma":[0.007576523,0.03153932,0.1178399,0.01168091,0.001181615,0.03474258,0.006790368,0.002357146,0.1382794,0.001907848,0.6419257,0.004178638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645916,0.1145611,0.0000129441,0.004905419,0.0038204,0.001840928,0.0001249919,0.0006040758,0.1095385],"genre_scores_gemma":[0.9658318,0.004107603,0.0005105892,0.0009806491,0.001823497,0.0004526113,0.0001648981,0.0002444478,0.02588387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827447,"threshold_uncertainty_score":0.9992332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245077825099696,"score_gpt":0.5386893638759892,"score_spread":0.4141815813660197,"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."}}