{"id":"W2554253354","doi":"10.1097/brs.0000000000001987","title":"Description and Results of a Comprehensive Care Protocol for Overnight-Stay Spine Surgery in Adults","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ambulatory; Cohort; Prospective cohort study; Perioperative; Protocol (science); Cohort study; Anesthesiology; Lumbar; Emergency medicine; Surgery; Physical therapy; Anesthesia; 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":[0.02105987,0.0009074308,0.001215022,0.002109131,0.001982325,0.001320812,0.001328282,0.00123009,0.006430211],"category_scores_gemma":[0.02747984,0.0006952507,0.001589926,0.002102159,0.0008377208,0.001203591,0.001339882,0.001222127,0.002039032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003082806,"about_ca_system_score_gemma":0.01291482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002240575,"about_ca_topic_score_gemma":0.003432749,"domain_scores_codex":[0.9787915,0.009818133,0.00632407,0.001752086,0.00252212,0.0007920396],"domain_scores_gemma":[0.9754775,0.003610471,0.007920651,0.00464175,0.006911572,0.001438034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02052139,0.0179001,0.7710065,0.004918471,0.0008498101,0.001559806,0.004325558,0.00198272,0.002876675,0.003122444,0.02868862,0.1422479],"study_design_scores_gemma":[0.01104733,0.04210038,0.8823106,0.002276138,0.0005710977,0.001461362,0.002558427,0.002382735,0.002374236,0.001163177,0.05145619,0.0002983665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2810572,0.001146629,0.02510968,0.0007717464,0.0004342107,0.6644819,0.01534163,0.0002693932,0.0113876],"genre_scores_gemma":[0.2064873,0.000577875,0.03789942,0.0008608803,0.0001814602,0.7427197,0.009962372,0.0000596078,0.001251412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02105987,"threshold_uncertainty_score":0.1113766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911118408083168,"score_gpt":0.3334486774807054,"score_spread":0.2843374933998737,"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."}}