{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004869645,0.000133065,0.0003127953,0.0000684262,0.00001808239,0.00001307505,0.00000845836,0.00001459236,0.001157753],"category_scores_gemma":[0.00001075113,0.00007465171,0.00007668076,0.00004630531,0.00002189218,0.00006228726,0.00000432165,0.00001905996,0.000005100123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280532,"about_ca_system_score_gemma":0.00008998519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442846,"about_ca_topic_score_gemma":0.00008969193,"domain_scores_codex":[0.9993581,0.00001671486,0.0001326735,0.0002011252,0.0001479141,0.0001435355],"domain_scores_gemma":[0.999582,0.00006676364,0.00006102795,0.0001710599,0.00003232346,0.00008684043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006520352,0.0001133487,0.800182,0.000259467,0.0005566687,0.0000267075,0.00009288915,0.000005937019,0.0000356495,0.00001837857,0.001074007,0.1911145],"study_design_scores_gemma":[0.003778924,0.001608368,0.9619843,0.0001429921,0.0005861937,0.000006193365,0.0001538169,0.0000735667,0.0001511276,0.000009195314,0.03136246,0.0001428086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953529,0.001774854,0.0003217884,0.00101884,0.0001693492,0.001231924,0.00007126227,0.00002374628,0.00003528576],"genre_scores_gemma":[0.9934132,0.0003935808,0.001990229,0.001418208,0.00003993068,0.000883745,0.00001354494,0.00002391991,0.001823684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909717,"threshold_uncertainty_score":0.9997553,"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."}}