{"id":"W1592640182","doi":"10.15537/1658-3175.5741","title":"Level of evidence of clinical orthopedic surgery research in Saudi Arabia","year":2013,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Orthopedic surgery; Evidence-based medicine; MEDLINE; Family medicine; Surgery; Alternative medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06609828,0.000167647,0.001369269,0.0008797109,0.00008206662,0.00001580833,0.0004306514,0.0005392586,0.00544336],"category_scores_gemma":[0.4901435,0.0001015867,0.0003492864,0.001285051,0.001571359,0.0002580463,0.0001854767,0.005120366,0.0001645878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729558,"about_ca_system_score_gemma":0.03280244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007900994,"about_ca_topic_score_gemma":0.00007239158,"domain_scores_codex":[0.9850259,0.002183376,0.003115437,0.0003325045,0.007561848,0.001780882],"domain_scores_gemma":[0.8954632,0.05314511,0.001526702,0.001565207,0.005888638,0.04241113],"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":[0.0005793636,0.0006816121,0.3509326,0.00116539,0.00004263579,0.0009043346,0.00009272891,1.545573e-7,0.0002329808,0.00001704143,0.1305718,0.5147793],"study_design_scores_gemma":[0.002929139,0.001963594,0.9612008,0.01946574,0.00002391301,0.0009640483,0.0002579474,0.0002044496,0.0002259434,0.0008280281,0.0118019,0.0001345265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951256,0.003604597,0.0003491676,0.09866358,0.000621939,0.0005680008,0.000003945253,0.0000100798,0.001053124],"genre_scores_gemma":[0.9697934,0.02470647,0.0005786003,0.00313121,0.001283526,0.00001772427,0.000002401492,0.00002281627,0.000463817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102682,"threshold_uncertainty_score":0.9971749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8537037760179691,"score_gpt":0.640126750504043,"score_spread":0.2135770255139261,"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."}}