{"id":"W2551848894","doi":"10.1155/2016/1424193","title":"Day of Surgery Admission in Total Joint Arthroplasty: Why Are Surgeries Cancelled? An Analysis of 3195 Planned Procedures and 114 Cancellations","year":2016,"lang":"en","type":"article","venue":"Advances in Orthopedics","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Arthroplasty; Joint arthroplasty; Specialty; Surgery; Algorithm; Database; Mathematics; Family medicine; Computer science","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":[0.001531495,0.0002622571,0.0004621472,0.002125805,0.0005689828,0.0007862167,0.0005701198,0.0003945201,0.001686634],"category_scores_gemma":[0.00624039,0.0004209489,0.0007142458,0.002614472,0.0004597637,0.0005380425,0.0009970218,0.0005498105,0.0003446328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313517,"about_ca_system_score_gemma":0.00124906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279107,"about_ca_topic_score_gemma":0.01388613,"domain_scores_codex":[0.9969092,0.0004854344,0.0009224981,0.0004201713,0.0009233087,0.0003394351],"domain_scores_gemma":[0.9865889,0.00244959,0.008748481,0.0003363587,0.0008752007,0.001001498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005868995,0.00001184988,0.9983252,0.000025787,0.00001548037,0.0001047656,0.0001147233,0.00001981233,0.0000411091,0.0000121005,0.0001463588,0.00112405],"study_design_scores_gemma":[0.000004036522,0.00009162922,0.9980076,0.00003737969,0.0000163136,0.0004989742,0.0007266228,0.0001550007,0.00004577467,0.00001697145,0.0003929133,0.000006698468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976786,0.0006632583,0.0001193605,0.00007230105,0.00001230817,0.00002859132,0.0009868364,0.000005609568,0.0004333164],"genre_scores_gemma":[0.9984994,0.0003210212,0.0001720103,0.00005524716,0.00001426653,0.00001979614,0.0008217418,0.000004288645,0.00009227204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279107,"threshold_uncertainty_score":0.02543324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789831605705622,"score_gpt":0.2832168162582713,"score_spread":0.2653185002012151,"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."}}