{"id":"W2109214583","doi":"10.1016/j.arthro.2005.03.002","title":"Arthroscopic Meniscal Repair Using the BioStinger","year":2005,"lang":"en","type":"article","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Anterior cruciate ligament; Surgery; Meniscus; Fibrous joint; Arthroscopy; Prospective cohort study; Anterior cruciate ligament reconstruction; Medial meniscus; Osteoarthritis","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":[],"consensus_categories":[],"category_scores_codex":[0.001626845,0.0002553026,0.0006899553,0.0002116056,0.0006460918,0.00004642853,0.000111975,0.0002164061,0.0003073345],"category_scores_gemma":[0.0001727107,0.0001252767,0.0004139578,0.0003216837,0.001006873,0.0002795647,0.00006772922,0.0007890546,0.00001252252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000572283,"about_ca_system_score_gemma":0.0002634009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300141,"about_ca_topic_score_gemma":0.000004891814,"domain_scores_codex":[0.9975767,0.0002213226,0.001273847,0.0001804897,0.0003790582,0.0003685952],"domain_scores_gemma":[0.9979988,0.0004947318,0.0007496992,0.0003772605,0.0002045309,0.0001749597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00353332,0.001679059,0.5414156,0.0008360315,0.007291582,0.0005699425,0.01292452,0.0006469619,0.1706868,0.003101159,0.1299512,0.1273638],"study_design_scores_gemma":[0.01165683,0.006502705,0.100696,0.01316002,0.007996917,0.09590328,0.01462331,0.008232811,0.2896442,0.006054162,0.4424956,0.003034279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799069,0.01050022,0.0004417629,0.006738494,0.001444692,0.0002956423,0.000002102992,0.00009517856,0.0005749851],"genre_scores_gemma":[0.9848843,0.008724765,0.004092871,0.001032969,0.0006037729,0.000002264162,0.000001195664,0.00003801411,0.0006199052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4407197,"threshold_uncertainty_score":0.5108635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480879630496192,"score_gpt":0.2805710989979077,"score_spread":0.2657623026929458,"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."}}