{"id":"W2992738107","doi":"","title":"Fragility of Results in Ophthalmology Randomized Controlled Trials","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Fragility; Randomized controlled trial; Ophthalmology; Medicine; Surgery; Chemistry","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6189395,0.004246097,0.01762271,0.009108166,0.002451514,0.01245783,0.008022506,0.013537,0.02225047],"category_scores_gemma":[0.9045199,0.004755505,0.02633902,0.01070567,0.01434753,0.01864581,0.007318112,0.01526923,0.002589667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007665262,"about_ca_system_score_gemma":0.00479468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415967,"about_ca_topic_score_gemma":0.002513339,"domain_scores_codex":[0.2096497,0.6353649,0.08699826,0.02984243,0.03279137,0.00535336],"domain_scores_gemma":[0.02574665,0.9189484,0.02195765,0.02585992,0.006297726,0.001189638],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.08414638,0.0003772346,0.04514587,0.111202,0.2900607,0.002085008,0.002263961,0.01359048,0.0006543702,0.1168778,0.07089078,0.2627054],"study_design_scores_gemma":[0.05434762,0.003825578,0.03575476,0.04190983,0.1665161,0.002247465,0.0006586584,0.03802841,0.001781434,0.5849285,0.06930835,0.0006933988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04156867,0.5142136,0.2693132,0.08729006,0.02054124,0.01273576,0.01611593,0.003108,0.03511358],"genre_scores_gemma":[0.8347607,0.02843517,0.06180625,0.04431139,0.007974215,0.01089891,0.006700869,0.001236308,0.003876178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3810605,"threshold_uncertainty_score":0.4699155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4336264051668274,"score_gpt":0.5127877461562427,"score_spread":0.0791613409894153,"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."}}