{"id":"W4398255873","doi":"10.1017/cjn.2024.250","title":"P.151 A critical appraisal of the application of frailty and sarcopenia in the spinal oncology population","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Sarcopenia; Medicine; Context (archaeology); Physical therapy; Geriatric oncology; Physical medicine and rehabilitation; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.08328093,0.002237832,0.007634915,0.01980748,0.001215893,0.005060882,0.003314749,0.003262842,0.003804513],"category_scores_gemma":[0.2890124,0.001589401,0.01066893,0.0131183,0.003618168,0.00503677,0.002313679,0.003511281,0.0007153405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068082,"about_ca_system_score_gemma":0.0187308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007969584,"about_ca_topic_score_gemma":0.01409733,"domain_scores_codex":[0.9241523,0.03621048,0.02282751,0.00263201,0.01346467,0.0007130899],"domain_scores_gemma":[0.6314742,0.2757485,0.04747825,0.00420955,0.03989424,0.001195283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006496842,0.0000208621,0.002367725,0.8561067,0.01394484,0.0002666679,0.0005032983,0.0003932601,0.0003474898,0.001279075,0.02332442,0.100796],"study_design_scores_gemma":[0.0004761606,0.000343232,0.006758697,0.9290392,0.02295613,0.0004152865,0.0003983573,0.0003030098,0.0002523825,0.001963359,0.03702462,0.0000695814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000549575,0.9897075,0.0004891449,0.00520038,0.002270693,0.0009093839,0.000344617,0.00001400282,0.0005147146],"genre_scores_gemma":[0.02332293,0.9566802,0.003589011,0.009072915,0.003527763,0.00292938,0.0004159359,0.00002448553,0.0004374821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08328093,"threshold_uncertainty_score":0.4404369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033216500279647,"score_gpt":0.3295107036599894,"score_spread":0.2962942033803423,"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."}}