{"id":"W3169959665","doi":"10.3390/cancers13122852","title":"Impact of Early Mobilization on Recovery after Major Head and Neck Surgery with Free Flap Reconstruction","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Mobilization; Surgery; Head and neck; Retrospective cohort study; Confidence interval; Head and neck cancer; Free flap; Complication; Radiation therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009911116,0.000181036,0.0002668559,0.0003328174,0.0003135103,0.0005073255,0.0003112541,0.0002367336,0.001179483],"category_scores_gemma":[0.005801443,0.0000956101,0.0006209828,0.0004432677,0.000344225,0.0003127708,0.0007391967,0.0006396433,0.000114267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017835,"about_ca_system_score_gemma":0.001092577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315034,"about_ca_topic_score_gemma":0.00616841,"domain_scores_codex":[0.9988393,0.0004382641,0.0001515259,0.000101225,0.0002334896,0.0002361079],"domain_scores_gemma":[0.9962004,0.001007859,0.002067793,0.0001356478,0.0001618329,0.000426459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003903888,0.0001449026,0.9803249,0.00007472027,0.0001546894,0.0001916204,0.00008868117,0.000191097,0.0001475371,0.00003760584,0.0002324368,0.01802129],"study_design_scores_gemma":[0.000006993068,0.0002902703,0.9988707,0.00005718432,0.00004242746,0.0001655627,0.0001756845,0.000130749,0.00004381068,0.00002995374,0.0001821273,0.000004512709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968104,0.002129336,0.0001095451,0.000203423,0.00001766088,0.00001811357,0.00009200463,0.000003666264,0.000615811],"genre_scores_gemma":[0.999032,0.0006159953,0.00008691269,0.00005637053,0.00001167561,0.000008162904,0.00008953333,0.000001971664,0.0000972847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003315034,"threshold_uncertainty_score":0.006591499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214180760411287,"score_gpt":0.2545208458329236,"score_spread":0.2423790382288107,"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."}}