{"id":"W6912719928","doi":"10.5281/zenodo.7951419","title":"High-frequency electric current welding with suprachoroidal approach to treat retinal detachment: timing of morphological changes and strength of chorioretinal adhesion","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinal; Retina; Welding; Adhesion; Current (fluid); Electrical current","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003691451,0.0001963606,0.0002170116,0.000631696,0.000272633,0.0004326575,0.0001856641,0.0004621109,0.007020573],"category_scores_gemma":[0.0005462736,0.0001116921,0.0003749348,0.0003477882,0.0002257228,0.0003614217,0.0002669646,0.0005606926,0.0009984666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800988,"about_ca_system_score_gemma":0.0002418908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006390267,"about_ca_topic_score_gemma":0.001331423,"domain_scores_codex":[0.9998739,0.00001492828,0.00001376093,0.00002064947,0.00005495806,0.00002187743],"domain_scores_gemma":[0.9998314,0.0000511546,0.00004020271,0.00001729438,0.00003322468,0.00002667726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004780213,0.0007496016,0.02077422,0.001341829,0.0001691998,0.01666624,0.0005194454,0.000946511,0.4310268,0.001457148,0.02096499,0.5006039],"study_design_scores_gemma":[0.0005607364,0.008008773,0.3820014,0.0007581526,0.000642172,0.1550229,0.001046429,0.00353367,0.3307517,0.002706539,0.1147772,0.0001903143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8407747,0.04940583,0.04295563,0.00353049,0.002935833,0.0004859831,0.000432661,0.001087436,0.05839134],"genre_scores_gemma":[0.9705484,0.007365524,0.007676562,0.0004511555,0.0003837718,0.00008369027,0.0001533575,0.0001264369,0.01321117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007020573,"threshold_uncertainty_score":0.02348614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06354802079693123,"score_gpt":0.269277980752945,"score_spread":0.2057299599560137,"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."}}