{"id":"W2400132677","doi":"10.3928/15428877-20071101-08","title":"Light Flashbacks During Retinal Laser Photocoagulation Following Fluorescein Angiography","year":2007,"lang":"en","type":"article","venue":"Ophthalmic surgery, lasers & imaging retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Serial dilution; Fluorescein; Absorption (acoustics); Fluorescein angiography; Chemistry; Laser; Optics; Retinal; Fluorescence; Medicine; Pathology; Biochemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008265161,0.0005446041,0.0007007359,0.0007834781,0.0003540278,0.0001053316,0.0001494516,0.0001307978,0.00029572],"category_scores_gemma":[0.0002288084,0.0005137428,0.00168192,0.001017983,0.00009038248,0.0002940876,0.00007514164,0.0002988766,0.0001510471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363011,"about_ca_system_score_gemma":0.0001103691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824419,"about_ca_topic_score_gemma":0.000004469706,"domain_scores_codex":[0.9963586,0.00009517703,0.0007859939,0.0008514494,0.000815904,0.001092819],"domain_scores_gemma":[0.9979584,0.0003089843,0.0002927364,0.000688225,0.0001546518,0.0005970133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001242302,0.0003283179,0.9650899,0.0001711357,0.0003038328,0.00861583,0.00009156035,0.000003482547,0.01867468,0.000004675137,0.002071653,0.003402689],"study_design_scores_gemma":[0.001966203,0.0001298395,0.9486353,0.00124413,0.0006075955,0.001312715,0.0002221749,0.00008447501,0.04318048,0.00005797229,0.001941176,0.0006179411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830713,0.0009701837,0.00002667936,0.0004956465,0.0006500476,0.0009075414,0.0000119139,0.0002807607,0.01358599],"genre_scores_gemma":[0.9977194,0.00002958479,0.0005396135,0.0001371249,0.0003278268,0.00006675797,0.0001939536,0.000124392,0.000861311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245058,"threshold_uncertainty_score":0.9997314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008756918664712772,"score_gpt":0.2690594966051587,"score_spread":0.2603025779404459,"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."}}