{"id":"W4324026748","doi":"10.1097/icb.0000000000001410","title":"FLUID–FLUID EXCHANGE AND EXTERNAL NEEDLE DRAINAGE WITH MINIMAL GAS VITRECTOMY ASSOCIATED WITH RETINAL DISPLACEMENT","year":2023,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Vitrectomy; Displacement (psychology); Retinal; Ophthalmology; Visual acuity","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":[0.0002457176,0.0004997941,0.0005062638,0.000530254,0.0007044902,0.0005021247,0.0004472044,0.001310987,0.001011378],"category_scores_gemma":[0.002382841,0.0002998535,0.0005654376,0.0003370248,0.001132312,0.0003795685,0.0007084308,0.00114984,0.0001580338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000913828,"about_ca_system_score_gemma":0.0003723499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009456262,"about_ca_topic_score_gemma":0.001590927,"domain_scores_codex":[0.9994152,0.00008577914,0.00006419183,0.0001190564,0.0001193511,0.0001964528],"domain_scores_gemma":[0.9988939,0.0003177585,0.0004171031,0.0001426266,0.00002359601,0.0002049693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0009057639,0.000178016,0.1487126,0.0001394149,0.00007256377,0.8226225,0.0003905993,0.0002188479,0.0138272,0.0003727127,0.0002433594,0.01231645],"study_design_scores_gemma":[0.0001067277,0.0009576647,0.07316858,0.00002225348,0.00003502694,0.9194043,0.0001746504,0.0006400419,0.004861885,0.0001184126,0.0004936222,0.00001682709],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996695,0.0008559105,0.0009361926,0.0002176573,0.00004187924,0.00002568569,0.00001045364,0.00003131544,0.001185998],"genre_scores_gemma":[0.9994667,0.00006496721,0.0002139306,0.00008127178,0.00002954372,0.000004435903,0.000007406379,0.00000220547,0.0001295623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310987,"threshold_uncertainty_score":0.006630301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652257724806832,"score_gpt":0.2554826863865245,"score_spread":0.2389601091384562,"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."}}