{"id":"W3092621211","doi":"10.2106/jbjs.20.00132","title":"Patient Preferences for Surgical Treatment of Knee Osteoarthritis","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Osteoarthritis; Cohort; Unicompartmental knee arthroplasty; Physical therapy; Arthroplasty; Cohort study; Total knee arthroplasty; Preference; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008044481,0.0002181792,0.0002455553,0.000340393,0.0002141389,0.0007702964,0.0001693103,0.0004640557,0.002511626],"category_scores_gemma":[0.02189923,0.0001061317,0.0006391013,0.0002769526,0.0005210936,0.000431496,0.0004473193,0.0005628537,0.0001633172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747118,"about_ca_system_score_gemma":0.0003122581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353969,"about_ca_topic_score_gemma":0.0003946926,"domain_scores_codex":[0.9924567,0.005752897,0.0004675283,0.0002292789,0.0008905614,0.0002031185],"domain_scores_gemma":[0.9754075,0.01828276,0.004449501,0.0006258099,0.0005840542,0.0006503481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005224606,0.001628302,0.94325,0.0003263412,0.0005148189,0.0001382881,0.002093841,0.003147986,0.003165982,0.0007141969,0.0005061877,0.03928955],"study_design_scores_gemma":[0.0005600591,0.01215356,0.9624958,0.0001614252,0.0002428971,0.0008202345,0.004733079,0.01104182,0.003074932,0.002677287,0.001944077,0.00009474867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987686,0.00006006093,0.0005032783,0.00009295387,0.000003923912,0.00003546844,0.00006228706,0.000001876354,0.0004714396],"genre_scores_gemma":[0.999189,0.00002421625,0.0006089066,0.00005277959,0.000003296422,0.00002977767,0.00004172359,4.127365e-7,0.00004988057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044481,"threshold_uncertainty_score":0.04254377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194350318841735,"score_gpt":0.2530239009746139,"score_spread":0.2110803977861965,"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."}}