{"id":"W2400010878","doi":"10.1001/jamaophthalmol.2015.5005","title":"Vision Loss With Postmenopausal Bleeding","year":2016,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Ophthalmology; Psychiatry","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":[0.0001017601,0.0001342927,0.0002301572,0.00009175914,0.00005326506,0.000008408521,0.00007856038,0.0001494671,0.0007802047],"category_scores_gemma":[0.00006108284,0.00006681435,0.00003817174,0.0001143792,0.0002160939,0.00008540074,0.00004286246,0.0001210249,0.0002828965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003429525,"about_ca_system_score_gemma":0.00004810881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002755346,"about_ca_topic_score_gemma":6.594599e-7,"domain_scores_codex":[0.9990799,0.00003627774,0.0001447385,0.0002626511,0.0001600285,0.0003163891],"domain_scores_gemma":[0.9994347,0.00009295429,0.00005281559,0.000206422,0.00008435052,0.0001287529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002920827,0.0003585251,0.8399112,0.00007881179,0.000121266,0.01169653,0.0001082959,1.577521e-7,0.1299914,0.002661825,0.002011891,0.01013933],"study_design_scores_gemma":[0.003988802,0.006943788,0.9305773,0.0002496087,0.00007661554,0.05004873,0.00008187595,0.000006504048,0.002511009,0.0007498357,0.00458076,0.0001851385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433857,0.0001330969,0.00006348748,0.01281139,0.0001467197,0.0001734968,0.000002568142,0.00004416485,0.04323942],"genre_scores_gemma":[0.9952825,0.00001673512,0.0005300858,0.0003113452,0.0001307624,0.00001026017,0.000005240595,0.00002426097,0.003688868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274804,"threshold_uncertainty_score":0.8542694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034984322862493,"score_gpt":0.2800805806368824,"score_spread":0.2697307374082575,"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."}}