{"id":"W65707138","doi":"10.1056/nejmicm1304102","title":"Valsalva Retinopathy","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzig Eye Institute","funders":"","keywords":"Medicine; Retinopathy; Vomiting; Valsalva maneuver; Ophthalmology; Surgery; Internal medicine; Endocrinology","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":[0.0009403721,0.0001197933,0.0004816451,0.0001836634,0.00003378624,0.000004127682,0.00008852696,0.00008348176,0.0004080334],"category_scores_gemma":[0.0006031009,0.00006551063,0.0000961085,0.0001443217,0.00007516159,0.0000441933,0.000009252722,0.0005343221,0.00002205011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991013,"about_ca_system_score_gemma":0.00008276405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720906,"about_ca_topic_score_gemma":0.000002600751,"domain_scores_codex":[0.9987447,0.00006740052,0.0004918718,0.00009450176,0.0004396812,0.0001619009],"domain_scores_gemma":[0.9988487,0.0001809206,0.0002383855,0.0001688124,0.0001617017,0.0004014198],"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":[0.002237522,0.0002106691,0.02319715,0.0001038577,0.0004152461,0.001089577,0.003451925,0.00003366949,0.01592932,0.001580722,0.1059998,0.8457506],"study_design_scores_gemma":[0.1365395,0.006543281,0.04375964,0.002354368,0.0009131705,0.01667109,0.0001513163,0.0001073841,0.002088522,0.003215813,0.7874802,0.0001757219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155022,0.003138716,0.001297729,0.04925027,0.001894177,0.000106725,2.819565e-7,0.00002970666,0.02878018],"genre_scores_gemma":[0.9830979,0.0007051004,0.0005670725,0.002089509,0.01211719,1.238041e-7,0.000002631057,0.00001744108,0.001403054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8455749,"threshold_uncertainty_score":0.4467679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115924542971171,"score_gpt":0.2540532631046418,"score_spread":0.2424608088075247,"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."}}