{"id":"W2287946501","doi":"10.1002/hed.24411","title":"Prevalence and nature of survivorship needs in patients with head and neck cancer","year":2016,"lang":"en","type":"article","venue":"Head & Neck","topic":"Cancer survivorship and care","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Survivorship curve; Medicine; Head and neck cancer; Head and neck; Cancer survivorship; Quality of life (healthcare); Cancer; Gerontology; Physical therapy; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005934614,0.0001311158,0.0002020248,0.0008361645,0.0003901316,0.0003518016,0.0002975619,0.0003339572,0.001745855],"category_scores_gemma":[0.003219076,0.0001341753,0.0002241824,0.0007154986,0.000242989,0.0005870826,0.0007053636,0.0003642739,0.0001170566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000373665,"about_ca_system_score_gemma":0.0005623858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617639,"about_ca_topic_score_gemma":0.01205012,"domain_scores_codex":[0.9995977,0.00009229174,0.00006240533,0.00004549658,0.0001114106,0.00009070072],"domain_scores_gemma":[0.9984793,0.0002690798,0.0007848705,0.00003574622,0.0001687517,0.0002622133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002731126,0.00002439105,0.9972873,0.00001581776,0.00001205734,0.00003716925,0.0002147709,0.00001774052,0.00005889574,0.00001295604,0.0001324989,0.002158995],"study_design_scores_gemma":[0.000001932605,0.00005253011,0.998406,0.00001359028,0.000007318867,0.0002630988,0.0009517937,0.0000769773,0.00002223277,0.00002717995,0.0001744167,0.000002895202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0002372749,0.00002052195,0.0001045907,0.000003206869,0.000007215737,0.0001683133,0.000001213367,0.0003150248],"genre_scores_gemma":[0.9995692,0.0001109846,0.00004794887,0.00002431222,0.000004484818,0.000009534493,0.0001557688,4.93623e-7,0.00007708676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005617639,"threshold_uncertainty_score":0.01116991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019603799435545,"score_gpt":0.2633317578045068,"score_spread":0.2531357198101514,"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."}}