{"id":"W2077528741","doi":"10.1097/01.iae.0000242856.72514.5a","title":"MACULAR HOLE REPAIR WITH LIMITED NONSUPINE POSITIONING","year":2007,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Macular hole; Optometry; Medicine; Ophthalmology; Vitrectomy","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":[0.0004335538,0.0001241599,0.0002096662,0.0001062363,0.0000786275,0.000009977874,0.0000343159,0.00006833965,0.0001238275],"category_scores_gemma":[0.00007650477,0.00009109809,0.0001261991,0.0002967074,0.00006057636,0.00003947529,0.00002192289,0.0001728358,0.00008438957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003965893,"about_ca_system_score_gemma":0.00003769248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002933582,"about_ca_topic_score_gemma":0.000003338513,"domain_scores_codex":[0.9990061,0.00002054422,0.0001892573,0.0002234492,0.0002711163,0.000289512],"domain_scores_gemma":[0.9993523,0.00004783935,0.00005557463,0.0002586391,0.0001226035,0.0001630552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006955844,0.001115925,0.7081828,0.0009406878,0.0008392422,0.02653802,0.0007383934,0.00003345308,0.2012394,0.004226356,0.01961206,0.02957782],"study_design_scores_gemma":[0.002762988,0.00159808,0.7603076,0.00139771,0.0004686757,0.003584512,0.0002986061,0.0005331532,0.06217283,0.00006196516,0.1662206,0.0005933524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656432,0.0003943052,0.001904992,0.001000612,0.00005806432,0.000205157,0.000001476155,0.0002604973,0.03053168],"genre_scores_gemma":[0.9885329,0.00003516167,0.007446053,0.0008293751,0.0001991414,0.000005527217,0.00005960985,0.00002894529,0.002863265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1466085,"threshold_uncertainty_score":0.3714872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009808835846725171,"score_gpt":0.2512519890771911,"score_spread":0.2414431532304659,"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."}}