{"id":"W2059793682","doi":"10.1167/iovs.05-0915","title":"How Evidence-Based Are Publications in Clinical Ophthalmic Journals?","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Evidence-based medicine; Quality of evidence; MEDLINE; Randomized controlled trial; Family medicine; Ophthalmology; Alternative medicine; Surgery; Pathology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3598527,0.001618224,0.005318354,0.05541346,0.001773246,0.01701557,0.003977467,0.004036402,0.00344503],"category_scores_gemma":[0.8419526,0.001829528,0.007079361,0.04216309,0.005867477,0.01202024,0.007205778,0.001750242,0.0007104631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008601402,"about_ca_system_score_gemma":0.01364076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003347412,"about_ca_topic_score_gemma":0.005187658,"domain_scores_codex":[0.415713,0.2305191,0.2263107,0.01670592,0.1081908,0.002560447],"domain_scores_gemma":[0.1024278,0.5411963,0.2619376,0.01814696,0.07336998,0.002921354],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001967128,0.0001991123,0.4457826,0.2291094,0.04702087,0.0004761098,0.01337168,0.0008969678,0.0005277471,0.004266142,0.006455861,0.2499265],"study_design_scores_gemma":[0.001973795,0.001531153,0.6105422,0.2667062,0.04224091,0.003187988,0.01442924,0.001558006,0.001534551,0.0156716,0.04013747,0.0004868812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1485249,0.7898913,0.01159904,0.0257087,0.002785197,0.004633025,0.006351172,0.0001662487,0.01034035],"genre_scores_gemma":[0.8638732,0.1026192,0.02038741,0.004130436,0.001891125,0.003202525,0.003392053,0.00007912057,0.00042482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6401473,"threshold_uncertainty_score":0.7894156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.810051237067997,"score_gpt":0.5934001499889635,"score_spread":0.2166510870790335,"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."}}