{"id":"W4400955154","doi":"10.3233/shti240182","title":"Acceptability of Home Monitoring for Neovascular Age-Related Macular Degeneration Reactivation: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University; National Institute for Health and Care Research; United Kingdom Clinical Research Collaboration","keywords":"Macular degeneration; Thematic analysis; Medicine; Qualitative research; Health professionals; Test (biology); Health care; Ophthalmology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364944,0.00009500649,0.0004399913,0.0005158067,0.0001035444,0.000007249095,0.00003811278,0.00007569747,0.000001679588],"category_scores_gemma":[0.000469022,0.00007515159,0.0000509856,0.0008342863,0.0002417321,0.0001247912,0.00004399494,0.0002199849,4.369041e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006889,"about_ca_system_score_gemma":0.00005567967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000171316,"about_ca_topic_score_gemma":0.000003076083,"domain_scores_codex":[0.9988183,0.00005044365,0.0007678429,0.0001081038,0.0001130431,0.0001422956],"domain_scores_gemma":[0.9993733,0.0001611126,0.0001332157,0.000161434,0.0001499322,0.00002106101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001307487,0.0004005167,0.08191969,0.01463022,0.002310242,0.0000229558,0.6956688,0.0001211197,0.0001494488,0.008858608,0.0001889264,0.1955988],"study_design_scores_gemma":[0.001443728,0.001472984,0.008988885,0.0009158842,0.000250465,0.00002439834,0.969875,0.006149983,0.001148615,0.008866658,0.0006973838,0.0001660658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859461,0.01007339,0.001068875,0.001970234,0.0001367575,0.0006595731,0.000002857127,0.00008275412,0.00005942661],"genre_scores_gemma":[0.9920635,0.001506531,0.006246205,0.00002496064,0.00001682801,0.00009855175,0.000007492877,0.000005434964,0.00003050159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742062,"threshold_uncertainty_score":0.3064593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07490982082217856,"score_gpt":0.4650741987668275,"score_spread":0.3901643779446489,"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."}}