{"id":"W2971962634","doi":"10.1002/cncr.32465","title":"Patient satisfaction with treatment outcomes after surgery and/or radiotherapy for spinal metastases","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Toronto Western Hospital; McGill University; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"AOSpine; Accuray; Elekta; Stryker; Varian Medical Systems; National Cancer Institute; National Institutes of Health; NuVasive; Orthopaedic Research and Education Foundation","keywords":"Medicine; Quality of life (healthcare); Patient satisfaction; Radiation therapy; Physical therapy; Observational study; Mental health; Surgery; Internal medicine; Nursing; Psychiatry","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":[0.001907642,0.0001570732,0.0005087749,0.0005939584,0.0002783686,0.0005361353,0.0002083736,0.0003285451,0.002317165],"category_scores_gemma":[0.005625622,0.00006892358,0.0007464603,0.0008336651,0.0003095073,0.0003544122,0.0003991642,0.0004730305,0.0002218337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604541,"about_ca_system_score_gemma":0.0002594732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000767223,"about_ca_topic_score_gemma":0.001009772,"domain_scores_codex":[0.9984022,0.000782867,0.0001798415,0.0001053109,0.0003547966,0.0001749837],"domain_scores_gemma":[0.9926783,0.001949572,0.004013281,0.0001194914,0.0006250255,0.0006142913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006168126,0.0001423094,0.984252,0.00008181007,0.0001506811,0.00008566232,0.0002220516,0.0001616819,0.0003722645,0.00002733507,0.0003709639,0.0135163],"study_design_scores_gemma":[0.00002484674,0.0007982054,0.9975677,0.00001766372,0.00006486493,0.0004552839,0.0001969721,0.0002612753,0.0001601466,0.00003246383,0.0004110081,0.000009741369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969561,0.0009422701,0.0002244379,0.0002015336,0.00001119036,0.000022797,0.0005659484,0.000007990663,0.001067879],"genre_scores_gemma":[0.9991356,0.0001531745,0.0001069275,0.00005499127,0.00001575858,0.00001598158,0.000423544,0.000001885803,0.00009215796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002317165,"threshold_uncertainty_score":0.01008874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929929340453992,"score_gpt":0.3224449852625466,"score_spread":0.2931456918580067,"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."}}