{"id":"W4284687289","doi":"10.1111/aos.15209","title":"This issue of ACTA","year":2022,"lang":"en","type":"editorial","venue":"Acta Ophthalmologica","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eyelid; Incidence (geometry); Glaucoma; Ophthalmology; Ocular hypertension; Glaucoma surgery; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001227883,0.001232789,0.001062689,0.001902506,0.001306249,0.007704927,0.001415236,0.002944475,0.5532365],"category_scores_gemma":[0.005502063,0.0005122308,0.0009071357,0.001413039,0.00100569,0.003176508,0.002365394,0.003857386,0.4812402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783575,"about_ca_system_score_gemma":0.001836786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008202938,"about_ca_topic_score_gemma":0.0012503,"domain_scores_codex":[0.9988196,0.0001530467,0.0001089515,0.0002262707,0.0005408609,0.0001512746],"domain_scores_gemma":[0.9971413,0.0004888196,0.0002209871,0.0005109865,0.0008937706,0.0007441237],"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":[0.00003781952,0.00004032838,0.0002372725,0.0002736624,0.000007997926,0.0001406942,0.00004151171,0.00002762098,0.0003350453,0.002382428,0.9160636,0.08041196],"study_design_scores_gemma":[0.000004003416,0.000006849302,0.0001685666,0.00008328535,0.000001638508,0.0001353368,0.00002258911,0.00001293743,0.00003913231,0.0003550478,0.9991682,0.000002491056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001104628,0.02493985,0.00161073,0.03289891,0.312381,0.0001564179,0.002559379,0.002225792,0.6221234],"genre_scores_gemma":[0.004276981,0.01343457,0.001102069,0.01885441,0.0739069,0.0001150218,0.002379536,0.0009768726,0.8849536],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5532365,"threshold_uncertainty_score":0.6372538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394039600669712,"score_gpt":0.3296589181371509,"score_spread":0.3057185221304538,"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."}}