{"id":"W4286839377","doi":"10.1080/01658107.2022.2064188","title":"15th EUNOS Congress","year":2022,"lang":"en","type":"article","venue":"Neuro-Ophthalmology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; University Hospitals Birmingham NHS Foundation Trust; Nottingham Trent University","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002957369,0.0007857464,0.0007521556,0.0007216663,0.00248648,0.006349581,0.001073748,0.00617785,0.16344],"category_scores_gemma":[0.003609391,0.0003318596,0.0008402882,0.0003892445,0.0009221252,0.001704764,0.004477504,0.005186666,0.06876011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578452,"about_ca_system_score_gemma":0.007213619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00928396,"about_ca_topic_score_gemma":0.03678756,"domain_scores_codex":[0.9974232,0.0003651236,0.0001334995,0.0003467537,0.0009634736,0.0007679493],"domain_scores_gemma":[0.99818,0.0001653574,0.00008243073,0.0001197728,0.000523839,0.0009285666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001174593,0.00003724614,0.0003424801,0.0001621436,0.000008835747,0.0002446321,0.00009423646,0.00003834913,0.0002258109,0.008238062,0.9655178,0.02497287],"study_design_scores_gemma":[0.000005308909,0.000007427358,0.000534879,0.0000758479,0.000001575944,0.00002921237,0.00005744568,0.000005585257,0.00003505374,0.0002325905,0.9990122,0.000002866466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004771919,0.0291569,0.0004999212,0.1330087,0.1930928,0.0001194397,0.002843169,0.0003122987,0.6361947],"genre_scores_gemma":[0.009790723,0.005117306,0.0005177168,0.03255989,0.006062261,0.00008348736,0.001369343,0.0001346579,0.9443647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.16344,"threshold_uncertainty_score":0.5467613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368230367110027,"score_gpt":0.3182938104051808,"score_spread":0.2946115067340806,"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."}}