{"id":"W2900131948","doi":"10.1093/neuonc/noy148.916","title":"QOLP-30. SURVIVAL, LOCAL CONTROL, AND HEALTH RELATED QUALITY OF LIFE IN OLIGOMETASTATIC AND POLYMETASTATIC SPINAL TUMORS: A MULTICENTER, INTERNATIONAL STUDY","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"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":"","keywords":"Medicine; Quality of life (healthcare); Spinal cord compression; Disease; Internal medicine; Spinal disease; Oncology; Performance status; Physical therapy; Spinal cord; Cancer; Surgery; Lumbar","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":[0.001939368,0.0005156843,0.0003885325,0.0007918476,0.0002808269,0.0004618074,0.0003206958,0.0003201985,0.0009647254],"category_scores_gemma":[0.00195382,0.0002522651,0.0006097043,0.001134335,0.0003137477,0.0005229461,0.0006683649,0.0006187113,0.000260922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621908,"about_ca_system_score_gemma":0.0002771066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364148,"about_ca_topic_score_gemma":0.001167025,"domain_scores_codex":[0.9993991,0.0002771127,0.00004750801,0.0001150447,0.0000920003,0.00006923782],"domain_scores_gemma":[0.9981315,0.0002399836,0.000997515,0.00009307173,0.0001258211,0.0004123089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002634502,0.000435563,0.9929242,0.00003813968,0.0003086977,0.00006734517,0.0001078607,0.0001561246,0.0002917014,0.00003347025,0.0002154388,0.002786899],"study_design_scores_gemma":[0.0002296881,0.001545628,0.9969699,0.000009804068,0.00009236092,0.0002752918,0.0001130651,0.0002545766,0.00006415151,0.00002622236,0.0004138929,0.000005389243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983991,0.0003707102,0.0001007995,0.00002974459,0.000006007367,0.00004815567,0.0006600971,0.000003051597,0.0003823555],"genre_scores_gemma":[0.9982686,0.0001214097,0.0001791312,0.00003524999,0.00001270791,0.0000898472,0.001074227,0.000002814584,0.0002159703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939368,"threshold_uncertainty_score":0.01025647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468878878732995,"score_gpt":0.3916328059712784,"score_spread":0.3269440171839484,"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."}}