{"id":"W4311359183","doi":"10.1016/j.jval.2022.09.128","title":"CO49 3D Visualisation Systems: Advantages for Cataract Surgery","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Cataract surgery; Cataracts; Optometry; Visual acuity; Ophthalmology; Surgery","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":[0.003112776,0.001063173,0.000735908,0.003121045,0.0005442495,0.004569941,0.001046645,0.002416767,0.07864224],"category_scores_gemma":[0.01407733,0.001008274,0.001014776,0.002121852,0.0004982686,0.002150085,0.002434324,0.00149667,0.008923854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840736,"about_ca_system_score_gemma":0.001494805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199694,"about_ca_topic_score_gemma":0.004298929,"domain_scores_codex":[0.9980015,0.000575226,0.0001067891,0.0001817212,0.001031578,0.0001031231],"domain_scores_gemma":[0.9884983,0.00693109,0.0004633614,0.001312161,0.002234516,0.0005605812],"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":[0.003323825,0.0001711294,0.008987008,0.001740938,0.0001930312,0.0007624178,0.0004398784,0.003033538,0.07558878,0.01351285,0.09135012,0.8008965],"study_design_scores_gemma":[0.0007212733,0.001304853,0.04662312,0.002270424,0.0009491372,0.02145425,0.0005171963,0.048356,0.1077169,0.01326957,0.7558395,0.0009778593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06537452,0.05816958,0.6666796,0.01634639,0.004308879,0.0007784809,0.008314791,0.02004728,0.1599805],"genre_scores_gemma":[0.4270655,0.02405096,0.472277,0.006285935,0.003163752,0.0008281721,0.00410401,0.01521582,0.04700876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07864224,"threshold_uncertainty_score":0.2630845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762933706307163,"score_gpt":0.3751060343998624,"score_spread":0.2988126637691461,"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."}}