{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009337247,0.0001757962,0.000270739,0.0006871252,0.0001824922,0.0002731713,0.0002812943,0.0002581309,0.001225034],"category_scores_gemma":[0.004995208,0.0001246222,0.0002498202,0.0002985676,0.0003929192,0.0003728018,0.0002409184,0.0001333498,0.0001734876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162041,"about_ca_system_score_gemma":0.0002158395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548535,"about_ca_topic_score_gemma":0.000566116,"domain_scores_codex":[0.9994051,0.0001362274,0.00008596286,0.00006821293,0.0002374355,0.0000670023],"domain_scores_gemma":[0.9963301,0.00111093,0.002083203,0.0001766486,0.0001888957,0.000110268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000883287,0.00014261,0.9045425,0.0004264813,0.0002069322,0.002622662,0.000108411,0.000228177,0.003936138,0.00005665395,0.0002587266,0.0865875],"study_design_scores_gemma":[0.0000718294,0.002777148,0.93996,0.0001127561,0.0001883062,0.05282632,0.0001395749,0.0003742517,0.002331035,0.00004617451,0.001161282,0.00001124742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956375,0.00332933,0.0004764422,0.0000274119,0.00001194712,0.0000115164,0.00003919902,0.000009854572,0.0004567929],"genre_scores_gemma":[0.9987683,0.0006974022,0.000323367,0.00001951863,0.00004582314,0.000006680541,0.00006863889,0.000002034619,0.00006818578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225034,"threshold_uncertainty_score":0.004938066,"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."}}