{"id":"W3172355800","doi":"10.3390/cancers13122890","title":"From Pathways to Practice: Impact of Implementing Mobilization Recommendations in Head and Neck Cancer Surgery with Free Flap Reconstruction","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Guideline; Mobilization; Head and neck cancer; Head and neck; Surgery; Retrospective cohort study; General surgery; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007058135,0.0001499256,0.0001960639,0.0005470487,0.0008584015,0.002058972,0.0005627743,0.0007268771,0.001861455],"category_scores_gemma":[0.06528821,0.0002570459,0.0003660317,0.0007957724,0.0005924084,0.001191958,0.00239474,0.001141824,0.000165017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228366,"about_ca_system_score_gemma":0.01010481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431559,"about_ca_topic_score_gemma":0.02495996,"domain_scores_codex":[0.9822013,0.01191487,0.001446859,0.0006532661,0.002391971,0.001391787],"domain_scores_gemma":[0.9689303,0.01179861,0.0111776,0.000827333,0.002342828,0.004923358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002915789,0.0008902397,0.9088522,0.0002075738,0.00009945108,0.0003026674,0.003932165,0.0007554672,0.00018338,0.0002416185,0.001143815,0.08309995],"study_design_scores_gemma":[0.00006624585,0.001277147,0.9815802,0.000504597,0.00004925988,0.0003165544,0.01136827,0.001547513,0.0002148002,0.0003097881,0.002730836,0.00003474285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994509,0.0004673171,0.0002194267,0.002953293,0.00002887073,0.0000951067,0.00005158268,0.00001365799,0.001661615],"genre_scores_gemma":[0.9985688,0.0002681637,0.0006803181,0.000236291,0.000008360896,0.00004249736,0.00005148639,0.000002734065,0.0001413192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431559,"threshold_uncertainty_score":0.03732741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955564564359615,"score_gpt":0.3365574616458855,"score_spread":0.3070018160022893,"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."}}