{"id":"W2771977846","doi":"10.1016/j.ophtha.2017.11.015","title":"Fragility of Results in Ophthalmology Randomized Controlled Trials","year":2017,"lang":"en","type":"review","venue":"Ophthalmology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Fragility; Randomized controlled trial; Ophthalmology; Optometry; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.7750198,0.001500899,0.2346735,0.002726188,0.0001461072,0.0004136184,0.008046132,0.001818657,0.02383058],"category_scores_gemma":[0.8416327,0.0005879752,0.04701072,0.001224156,0.0009794526,0.000156961,0.0006699598,0.0009776468,0.002575351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009270034,"about_ca_system_score_gemma":0.0008990229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001379617,"about_ca_topic_score_gemma":0.000004027791,"domain_scores_codex":[0.2604682,0.5738126,0.1532163,0.004786264,0.006564971,0.001151624],"domain_scores_gemma":[0.4214762,0.3928503,0.1639226,0.01906568,0.002349244,0.0003359836],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08441597,0.001120405,0.0004305343,0.01505455,0.0223166,0.005239094,0.0003506786,0.00001907624,5.747954e-7,0.0057342,0.01340722,0.8519111],"study_design_scores_gemma":[0.1665065,0.0001723241,0.00006658318,0.003841511,0.01199088,0.006160332,0.00003166764,0.0001096523,1.661561e-7,0.01867327,0.7916895,0.0007576045],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002225168,0.8821039,0.00004205286,0.0001191737,0.001811434,0.01142327,0.0002446132,0.00000326793,0.1040297],"genre_scores_gemma":[0.003444408,0.9535607,0.0008375808,0.00001052386,0.0002627718,0.002019281,0.0001206197,0.00005197693,0.03969212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8511535,"threshold_uncertainty_score":0.999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9023459561502403,"score_gpt":0.6523080433163114,"score_spread":0.2500379128339288,"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."}}