{"id":"W1908454722","doi":"10.1097/iae.0000000000000825","title":"A NOVEL TECHNIQUE FOR SECURING SCLEROTOMIES IN 20-GAUGE TRANSCONJUNCTIVAL PARS PLANA VITRECTOMY","year":2015,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pars plana; Medicine; Vitrectomy; Tamponade; Intraocular pressure; Ophthalmology; Visual acuity; Surgery; Retinal detachment; Retinal","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":[0.0004699877,0.0003925003,0.0002180374,0.0006335187,0.0002600401,0.0002951963,0.0003209634,0.0004536588,0.001243979],"category_scores_gemma":[0.0007821181,0.0002253671,0.0004493358,0.0002681743,0.0004306143,0.0006072353,0.0003950519,0.0004958324,0.0004099196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465236,"about_ca_system_score_gemma":0.0004017052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002383764,"about_ca_topic_score_gemma":0.0008690627,"domain_scores_codex":[0.9997393,0.00004961922,0.00003281032,0.00004703547,0.00009628601,0.00003488882],"domain_scores_gemma":[0.9995276,0.0001040888,0.000201942,0.00005772421,0.00005384666,0.00005476248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009463535,0.0009531812,0.1005147,0.001539627,0.0002405232,0.02827881,0.0006422007,0.00101272,0.4309175,0.0007896681,0.004054464,0.4301103],"study_design_scores_gemma":[0.0004985049,0.01011549,0.2373123,0.0003390604,0.0004549189,0.6424705,0.0003107103,0.005281354,0.06605279,0.0005741346,0.03642657,0.0001636438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8954751,0.01268045,0.08486361,0.0007012538,0.0003429761,0.0003196828,0.0001220122,0.0006103077,0.004884625],"genre_scores_gemma":[0.8827592,0.004609424,0.1091137,0.0005113667,0.0006039908,0.0002282628,0.0001797253,0.00004840521,0.001945881],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001243979,"threshold_uncertainty_score":0.004161537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722041593730326,"score_gpt":0.2950543970568189,"score_spread":0.2378339811195156,"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."}}