{"id":"W2986415255","doi":"","title":"Opportunities in Total Knee Arthroplasty: Worldwide Surgeons' Perspective.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Survivorship curve; Implant; Loyalty; General surgery; Orthopedic surgery; Surgery; Physical therapy; Marketing","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":[0.00110989,0.0003326195,0.0001233674,0.001295014,0.0007265609,0.002231567,0.0002557613,0.0009888362,0.008466833],"category_scores_gemma":[0.002433759,0.0001064802,0.0001915341,0.001871416,0.0009384231,0.001871258,0.001349778,0.0009553204,0.0005760649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240871,"about_ca_system_score_gemma":0.001704919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892629,"about_ca_topic_score_gemma":0.01014248,"domain_scores_codex":[0.9992105,0.0002929983,0.0000572978,0.00005414447,0.0002006744,0.0001843835],"domain_scores_gemma":[0.9967189,0.0005975971,0.0009926989,0.00002594508,0.0005136561,0.001151092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002138405,0.0003007865,0.4109404,0.001923206,0.00009931169,0.001785635,0.01107091,0.0007576308,0.001141317,0.01094388,0.106114,0.4547091],"study_design_scores_gemma":[0.00003085526,0.0006484363,0.5918572,0.003588588,0.00007972028,0.007638946,0.1055228,0.0004670349,0.000634993,0.00630812,0.2831397,0.00008358184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4222604,0.20055,0.0008812448,0.2950356,0.005252399,0.00002605845,0.0008262384,0.00004167009,0.07512639],"genre_scores_gemma":[0.9231071,0.0567087,0.0004062461,0.01339111,0.002539241,0.0000108398,0.0002132719,0.000007597961,0.003615852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008466833,"threshold_uncertainty_score":0.02832443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801992395204575,"score_gpt":0.3930952026693237,"score_spread":0.2128959631488662,"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."}}