{"id":"W4380681152","doi":"10.1186/s13018-023-03866-7","title":"In-office needle arthroscopy is a cost-effective alternative for operating room diversion in medial meniscectomy: a financial analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Surgery; Arthroscopy; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002504652,0.0005513324,0.0006339043,0.001359384,0.0005205146,0.001745226,0.0009336753,0.0006790675,0.003580772],"category_scores_gemma":[0.007341106,0.0003747163,0.002017814,0.001264777,0.0004810172,0.001326974,0.0008466512,0.0008081033,0.0001227204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008748895,"about_ca_system_score_gemma":0.005720624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04416187,"about_ca_topic_score_gemma":0.04946334,"domain_scores_codex":[0.9990487,0.0003826645,0.00004214035,0.0001031891,0.0002037361,0.0002195161],"domain_scores_gemma":[0.9942153,0.00392358,0.0009432472,0.0001024748,0.000419275,0.0003960374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002884001,0.001350689,0.3082438,0.0004597908,0.001050892,0.0007604205,0.0001485744,0.6450972,0.0006645557,0.006076979,0.001810266,0.03145285],"study_design_scores_gemma":[0.0004614443,0.003154012,0.1320138,0.000272705,0.001618112,0.0005556087,0.001183572,0.8546563,0.0007541224,0.003355087,0.001890531,0.00008482607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934891,0.001014095,0.001621182,0.0007435235,0.00001667406,0.0001216207,0.0006253228,0.00001238496,0.002355941],"genre_scores_gemma":[0.9984627,0.0003733312,0.000661462,0.00004079204,0.000007397619,0.00002687869,0.0001858821,0.000002677332,0.0002388554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04416187,"threshold_uncertainty_score":0.08780962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578516105150358,"score_gpt":0.4031275928638255,"score_spread":0.3473424318123219,"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."}}