{"id":"W2340981717","doi":"10.1097/brs.0000000000001636","title":"Medical Complications After Adult Spinal Deformity Surgery","year":2016,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Perioperative; Pulmonary embolism; Oswestry Disability Index; Stroke (engine); Comorbidity; 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":[0.001412051,0.0002817991,0.0006891907,0.002114544,0.0004914546,0.000806668,0.0004682566,0.0004827696,0.001571317],"category_scores_gemma":[0.004043474,0.0003158257,0.0006012709,0.002851971,0.0003742347,0.0006298624,0.0006471046,0.0003974561,0.0002164093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775231,"about_ca_system_score_gemma":0.0009773807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191327,"about_ca_topic_score_gemma":0.002890561,"domain_scores_codex":[0.9976029,0.0005719871,0.0006112613,0.000466777,0.0005298447,0.000217305],"domain_scores_gemma":[0.9925253,0.0009559164,0.005259827,0.0001870165,0.0005630073,0.0005089569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007118624,0.00003342983,0.9986705,0.00007089916,0.00004553378,0.0001360421,0.0000415596,0.00001224066,0.00003909223,0.000007337763,0.00009863795,0.0007735898],"study_design_scores_gemma":[0.00001926193,0.00027006,0.9978814,0.00004747882,0.0000421804,0.001187037,0.0002269793,0.00006147216,0.00003920809,0.000008343905,0.0002118264,0.000004799258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960302,0.001267236,0.000153617,0.00004607539,0.00001014816,0.0001484242,0.001922026,0.000006168566,0.0004161924],"genre_scores_gemma":[0.9971914,0.0005485901,0.0001903735,0.0001001257,0.00003073357,0.000159472,0.001705908,0.000001915061,0.00007143642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002191327,"threshold_uncertainty_score":0.007467747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636306516792109,"score_gpt":0.3124284334153789,"score_spread":0.2860653682474578,"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."}}