{"id":"W2469221523","doi":"","title":"PAPER 116: PREDICTORS OF ACUTE HOSPITAL LENGTH OF STAY FOLLOWING A HIP OR KNEE REPLACEMENT","year":2010,"lang":"en","type":"article","venue":"","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Acute care; Life expectancy; Physical therapy; Joint replacement; Knee replacement; Arthroplasty; Health care; Hip fracture; Acute hospital; Emergency medicine; Surgery; Population; Osteoporosis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390608,0.0003943414,0.0005961995,0.000580953,0.0003960533,0.001028322,0.0006183736,0.0006684592,0.008994346],"category_scores_gemma":[0.008567735,0.0002028482,0.001545944,0.0008857336,0.0003304916,0.0004339503,0.0004338119,0.001229971,0.0005263631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000655304,"about_ca_system_score_gemma":0.001378069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651791,"about_ca_topic_score_gemma":0.002723656,"domain_scores_codex":[0.9985128,0.0005981919,0.000263198,0.0001807838,0.0003300833,0.0001149914],"domain_scores_gemma":[0.9903284,0.003055742,0.004654947,0.0002156783,0.0005918572,0.001153428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003188037,0.0004878567,0.9894728,0.0002957064,0.0006947211,0.00003642108,0.0000645559,0.0001192569,0.00005556598,0.00003875836,0.001195556,0.004350666],"study_design_scores_gemma":[0.0005517207,0.00222084,0.9955298,0.0001265753,0.0003695226,0.0001175852,0.0001528726,0.0003157884,0.00006646872,0.00004790248,0.0004883914,0.00001258817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944236,0.001840099,0.00010943,0.000422095,0.0002097711,0.0001342462,0.001600111,0.000008823231,0.001251841],"genre_scores_gemma":[0.9972053,0.0006213565,0.0002134648,0.0000907686,0.0001362373,0.00009624147,0.001101509,0.000002386963,0.0005326625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008994346,"threshold_uncertainty_score":0.03008908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008390517834455,"score_gpt":0.2545527410465951,"score_spread":0.2475443505287606,"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."}}