{"id":"W4406471877","doi":"10.1016/j.yoph.2016.02.109","title":"10.1016/j.yoph.2016.02.109","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Macular degeneration; Optical coherence tomography angiography; Optical coherence tomography; Ophthalmology; Angiography; Radiology; Optometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001187394,0.0001165693,0.0002380288,0.0000927345,0.00005045894,0.00002436058,0.00008899777,0.00003815653,0.9966905],"category_scores_gemma":[0.00004204865,0.00009587816,0.000117622,0.0002459314,0.00003203909,0.00004221747,0.00001606418,0.0001110324,0.9952068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002604658,"about_ca_system_score_gemma":0.00003043685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005261865,"about_ca_topic_score_gemma":4.032047e-8,"domain_scores_codex":[0.9991868,0.00002344185,0.0001612795,0.0002094681,0.0001949134,0.000224097],"domain_scores_gemma":[0.9993966,0.00002436697,0.00002106563,0.0003066143,0.00004741002,0.0002039054],"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":[0.00008525657,0.00005265342,0.00000165584,0.000008433801,0.00004343784,0.00002894828,0.00001189835,0.00001079569,0.0002832801,1.16039e-7,0.3935619,0.6059116],"study_design_scores_gemma":[0.0003028874,0.000160986,0.00008860153,0.00006473781,0.0001453081,0.0000388578,0.000001707021,0.0004743747,0.0002657701,0.000003225615,0.9983391,0.0001144681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002312836,0.0001431432,0.000001677988,0.001893788,7.48461e-7,0.00008419669,0.000003656503,0.0001180619,0.9954419],"genre_scores_gemma":[0.0009302499,0.000001049065,0.0002490236,0.0001932349,0.0002211083,0.000005909111,0.00001939851,0.00002134145,0.9983587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6057972,"threshold_uncertainty_score":0.3909798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005514427894445186,"score_gpt":0.2036226239861451,"score_spread":0.1981081960917,"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."}}