{"id":"W2733746117","doi":"10.3747/co.24.3529","title":"Development and Pre-Testing of a Rehabilitation Planning Consultation for Head-and-Neck Cancer","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Princess Margaret Cancer Centre; University of Toronto; University Health Network; St. John's Rehab Hospital; Sunnybrook Hospital; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute; Cancer Research Institute","keywords":"Rehabilitation; Medicine; Head and neck cancer; Physical therapy; Intervention (counseling); Test (biology); Coping (psychology); Radiation treatment planning; Cancer; Physical medicine and rehabilitation; Nursing; Surgery; Clinical psychology; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02504237,0.001042607,0.0005394971,0.001258332,0.00212451,0.001262171,0.002644825,0.0008822994,0.004882574],"category_scores_gemma":[0.04799024,0.0007857903,0.0007544801,0.0007819515,0.001145752,0.001246092,0.002669953,0.001860874,0.000734308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386604,"about_ca_system_score_gemma":0.01828997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00709944,"about_ca_topic_score_gemma":0.01314758,"domain_scores_codex":[0.9839571,0.01179005,0.0007842878,0.0008349252,0.001707641,0.0009261336],"domain_scores_gemma":[0.9648887,0.0230465,0.001439701,0.002236251,0.00555603,0.002832858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001843506,0.03344269,0.05446647,0.004222184,0.00009791621,0.002396791,0.07410325,0.006752213,0.01454606,0.001956226,0.01114809,0.7950246],"study_design_scores_gemma":[0.007022571,0.1019273,0.474714,0.006355337,0.0009332925,0.006493472,0.1507324,0.04841966,0.07030473,0.005839805,0.1262321,0.001025309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906976,0.0001294691,0.02820419,0.001215403,0.0001452213,0.04933732,0.0004842519,0.001073252,0.01243501],"genre_scores_gemma":[0.6675088,0.0003882395,0.2832943,0.0005203345,0.00005529326,0.04402863,0.0008069734,0.000122017,0.003275402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504237,"threshold_uncertainty_score":0.1324383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944783062640687,"score_gpt":0.4769140366481488,"score_spread":0.2824357303840801,"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."}}