{"id":"W2323316221","doi":"10.1097/brs.0000000000001575","title":"Predictors of Discharge Destination After Lumbar Spine Fusion Surgery","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Lumbar; Logistic regression; Surgery; Retrospective cohort study; Cohort; Spinal fusion; Prospective cohort study; Physical therapy; Internal 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":[0.000950117,0.0002518194,0.0003898439,0.0007748909,0.0004268918,0.0008084548,0.0004491953,0.0004069878,0.001255813],"category_scores_gemma":[0.003435969,0.0002988902,0.0005769086,0.001142476,0.0002299939,0.0005362401,0.0006548698,0.0007800756,0.0001513138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492393,"about_ca_system_score_gemma":0.0006913705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130077,"about_ca_topic_score_gemma":0.006141689,"domain_scores_codex":[0.9991548,0.0001946448,0.0001080964,0.0001987428,0.0001601595,0.000183405],"domain_scores_gemma":[0.9969361,0.0004566584,0.001682334,0.0001844101,0.0003152045,0.0004253607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004955271,0.00002392938,0.9996455,0.000003442393,0.00001774926,0.00002008251,0.00001576599,0.0000119417,0.00002184104,0.000004400436,0.00003764081,0.000148174],"study_design_scores_gemma":[0.00001524603,0.0001221454,0.9992304,0.000007321551,0.00001838133,0.0001381171,0.0001627746,0.0002016169,0.00001899789,0.00001045518,0.00007080239,0.000003697647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992017,0.00007574943,0.00006389726,0.0000229897,0.000004379379,0.00001492322,0.0005057802,0.000002301434,0.000108183],"genre_scores_gemma":[0.9991065,0.00003856577,0.00005867239,0.00001706463,0.000005551386,0.00001767865,0.0007181453,0.000001222312,0.00003650766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005130077,"threshold_uncertainty_score":0.01020044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106770523369023,"score_gpt":0.2409363311686919,"score_spread":0.2302592788317896,"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."}}