{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009176481,0.0001474755,0.0003740329,0.0001480191,0.00002375233,0.00001565542,0.00002361322,0.00009157114,0.0002197102],"category_scores_gemma":[0.0001274475,0.0001216093,0.0001368909,0.000315517,0.00008331355,0.0002117174,0.00001587032,0.0001272223,0.000003756066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006374054,"about_ca_system_score_gemma":0.001014866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002558192,"about_ca_topic_score_gemma":0.0002067868,"domain_scores_codex":[0.9990573,0.0000420201,0.0002409739,0.0003002651,0.0001707063,0.000188718],"domain_scores_gemma":[0.9990873,0.0001450293,0.0001200282,0.0003785455,0.0001579167,0.0001111561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005319674,0.00003509838,0.951527,0.0002544174,0.0002645294,0.0001218415,0.0001131547,0.0004010985,0.005214382,0.000003172887,0.001550793,0.03519482],"study_design_scores_gemma":[0.001038027,0.0009520152,0.9774007,0.001461073,0.00009230296,0.0002299121,0.00004541412,0.00004768186,0.01837102,0.00006679269,0.00009956977,0.0001954619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975604,0.0006508823,0.0001300172,0.00005934784,0.0004343509,0.0001610855,0.00003778859,0.00002976177,0.0009363959],"genre_scores_gemma":[0.9982039,0.0004252275,0.0004568995,0.000135656,0.0001291239,0.00003827785,0.00002241496,0.00002576407,0.000562724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03499936,"threshold_uncertainty_score":0.4959084,"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."}}