{"id":"W2164792682","doi":"10.2147/opth.s28971","title":"Intraoperative use of spectral-domain optical coherence tomography during Descemet’s stripping automated endothelial keratoplasty","year":2012,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical coherence tomography; Medicine; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007473475,0.000273495,0.0009369638,0.0001614903,0.00009377839,0.0000160236,0.000120745,0.0003899384,0.001011258],"category_scores_gemma":[0.002137242,0.0002347014,0.0003953211,0.0004328951,0.0007150135,0.0002131158,0.0001072355,0.0006111594,0.00008177527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003693281,"about_ca_system_score_gemma":0.0001318157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003813292,"about_ca_topic_score_gemma":0.000003810892,"domain_scores_codex":[0.9970602,0.0004420952,0.001128977,0.0004379824,0.0002258024,0.0007048916],"domain_scores_gemma":[0.9968656,0.001849991,0.0002247744,0.0004091476,0.0001467935,0.0005036335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762255,0.001406715,0.9792041,0.00006691747,0.0002156873,0.0002618263,0.0001581011,0.00001474319,0.01576085,0.0004851597,0.0001821636,0.0004815538],"study_design_scores_gemma":[0.002265781,0.0008189348,0.9889349,0.0001002646,0.0001115209,0.001879393,0.00008430071,0.00008523974,0.004928382,0.0001152143,0.0004049924,0.0002710312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969686,0.0001461641,0.0001324179,0.0001650831,0.0007458627,0.0004322,0.00003053914,0.0001594747,0.001219682],"genre_scores_gemma":[0.9946308,0.00002542077,0.004607947,0.0001577295,0.0003059032,0.00002223157,0.00003259964,0.00002786136,0.0001895504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083247,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099674066030106,"score_gpt":0.3771035793094683,"score_spread":0.2671361727064577,"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."}}