{"id":"W2794771122","doi":"10.1002/lary.27190","title":"Post‐acute care use after major head and neck oncologic surgery with microvascular reconstruction","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Comorbidity; Logistic regression; Acute care; Univariate analysis; Head and neck cancer; Multivariate analysis; Retrospective cohort study; Rehabilitation; Cardiothoracic surgery; Vascular surgery; Emergency medicine; Surgery; Internal medicine; Cancer; Cardiac surgery; Physical therapy; Health care","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":[0.0004950178,0.0001911532,0.0002487554,0.0005780513,0.0005218257,0.0005795474,0.000471477,0.0003148537,0.003066386],"category_scores_gemma":[0.003519507,0.0001200672,0.0006723157,0.001059136,0.0002426836,0.0005283472,0.0008305969,0.000782417,0.0001928627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511758,"about_ca_system_score_gemma":0.0009539157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009036371,"about_ca_topic_score_gemma":0.01395936,"domain_scores_codex":[0.9990025,0.00022614,0.0002067347,0.0001310771,0.0001983054,0.0002353092],"domain_scores_gemma":[0.9959838,0.0004116114,0.002823983,0.00008005113,0.0002711031,0.0004294559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004489144,0.00007213344,0.9961217,0.00005107545,0.00006658154,0.0001055718,0.00008367148,0.00005493834,0.00005898139,0.00002806128,0.0002879395,0.003024413],"study_design_scores_gemma":[0.000003719201,0.00006390808,0.9990345,0.00003340657,0.00001651633,0.0002095669,0.0002167089,0.000137411,0.00004174341,0.00001731486,0.0002223536,0.000002833426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971596,0.0006969967,0.0001146657,0.000201652,0.00002105003,0.0000254138,0.001033035,0.000006012098,0.0007416428],"genre_scores_gemma":[0.9985574,0.0002830739,0.00007518093,0.00006759263,0.00002260818,0.00002277942,0.0008141146,0.000001474011,0.00015571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009036371,"threshold_uncertainty_score":0.01796752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077760516831306,"score_gpt":0.2446951943035141,"score_spread":0.2339175891352011,"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."}}