{"id":"W4414910524","doi":"10.3390/curroncol32100562","title":"Feasibility of a Physiatry Assessment Clinic to Address Physical Impairment in Head and Neck Cancer Patients Following Neck Resection and Free Flap Reconstruction","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; Kelowna General Hospital; Cancer Care Ontario","funders":"","keywords":"Head and neck cancer; Free flap; Head and neck surgery; Rehabilitation; Attendance; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002278425,0.0002143555,0.0002004698,0.0003207851,0.0009074839,0.0005534553,0.0005183247,0.0005066055,0.003514247],"category_scores_gemma":[0.005744724,0.0001775972,0.0002698463,0.0001860297,0.0002804654,0.000395575,0.001031231,0.0006641846,0.000440755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997749,"about_ca_system_score_gemma":0.002046728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558047,"about_ca_topic_score_gemma":0.01380529,"domain_scores_codex":[0.9983363,0.000834431,0.0001319664,0.0001243679,0.0002771062,0.000295886],"domain_scores_gemma":[0.996685,0.0006703165,0.0007761774,0.000107917,0.0004419808,0.001318566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099361,0.006867227,0.9058346,0.0003283696,0.00005228716,0.0008828922,0.003611806,0.0001981134,0.004548547,0.00004127775,0.001707399,0.07482809],"study_design_scores_gemma":[0.0001565512,0.007386455,0.9857963,0.00007631013,0.00002269964,0.0005894431,0.004190352,0.0004165937,0.0002795776,0.00001842084,0.001051301,0.00001604138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977575,0.0001038361,0.0001725338,0.0003255694,0.0000268153,0.0005317258,0.00006467594,0.000009340933,0.001008177],"genre_scores_gemma":[0.9983341,0.00009088148,0.0005688875,0.0001548292,0.00004227007,0.0004447671,0.00008115375,0.000001334519,0.0002817965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004558047,"threshold_uncertainty_score":0.01204967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682010813458656,"score_gpt":0.4592737841140701,"score_spread":0.3910727027682045,"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."}}