{"id":"W2018387914","doi":"10.1001/jama.2009.1714","title":"Acute-Onset Floaters and Flashes","year":2009,"lang":"en","type":"review","venue":"JAMA","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Medicine; Posterior vitreous detachment; Ophthalmology; Retinal detachment; Confidence interval; Eye examination; Retinal; Physical examination; Visual acuity; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0001432003,0.0002391685,0.001227047,0.0001141752,0.00002790087,0.00003420458,0.00005584349,0.0002468921,0.00005682777],"category_scores_gemma":[0.0000691907,0.0001544132,0.0003419013,0.0001127901,0.00004114743,0.00003380513,0.00003476863,0.0002856217,0.0001712536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000263182,"about_ca_system_score_gemma":0.0001066277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004397134,"about_ca_topic_score_gemma":3.698809e-7,"domain_scores_codex":[0.9991006,0.00004983607,0.0002618332,0.0002534552,0.0001467021,0.0001875633],"domain_scores_gemma":[0.9994279,0.00007291129,0.00009070694,0.0002370062,0.00002720937,0.000144246],"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":[0.00001484351,0.00001375086,0.0000119674,0.006721991,0.0001564275,0.0005271467,0.000008899573,7.142024e-10,5.347968e-7,0.000008764374,0.02646218,0.9660735],"study_design_scores_gemma":[0.0002044882,0.00006639237,0.0001089499,0.01088484,0.001516206,0.001693684,0.000002480477,3.786894e-7,0.000002269713,0.00001680354,0.9853507,0.000152762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001796616,0.9952291,0.000002463573,0.0004398669,0.0001448058,0.0003064193,0.00002184238,0.00004482197,0.003630993],"genre_scores_gemma":[0.000005894201,0.9936662,0.0001663346,0.0005734953,0.000332313,0.00001707926,0.0001731087,0.00002582996,0.005039704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9659207,"threshold_uncertainty_score":0.6296785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301477326127496,"score_gpt":0.3286819425383735,"score_spread":0.2956671692770985,"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."}}