{"id":"W4318917581","doi":"10.1097/brs.0000000000004568","title":"Spine Metastasis: Patients With Poor Performance Status (ECOG) Could benefit From Palliative Surgical Care! A Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Prospective cohort study; Surgery; Cohort; Performance status; Metastasis; Palliative care; Cancer; Internal medicine; Overall survival","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":[0.001437015,0.0004378738,0.0004843823,0.0009369208,0.0006184012,0.0009306202,0.0004361333,0.0007024521,0.002583402],"category_scores_gemma":[0.00236914,0.0003905084,0.0009196452,0.001095339,0.0003660357,0.001174193,0.0005891757,0.0006117769,0.0003704872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295129,"about_ca_system_score_gemma":0.0004882328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843144,"about_ca_topic_score_gemma":0.003351322,"domain_scores_codex":[0.9993054,0.0001769594,0.00005676649,0.0002378735,0.00007221046,0.0001507406],"domain_scores_gemma":[0.9987389,0.0002852129,0.0005293387,0.0001568335,0.00009995792,0.0001896275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002402334,0.00003348973,0.9985772,0.00001005316,0.00007552197,0.0001139354,0.00003011127,0.00002840705,0.0000867238,0.00001869578,0.00007639492,0.0007091616],"study_design_scores_gemma":[0.00004525122,0.0004434951,0.9975083,0.00001673671,0.0001178279,0.0008683084,0.0002234848,0.0003106397,0.00004309646,0.0000497793,0.0003632041,0.000009898166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985561,0.0004104873,0.0001858163,0.000047296,0.000009987172,0.00002804532,0.0005092865,0.000003239996,0.0002497374],"genre_scores_gemma":[0.9989472,0.0001310865,0.0001119703,0.00003943803,0.00002367077,0.00003118216,0.0006115159,0.00000242532,0.0001016166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843144,"threshold_uncertainty_score":0.008642375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024605136062226,"score_gpt":0.2621979451342956,"score_spread":0.2519518937736733,"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."}}