{"id":"W2590275103","doi":"10.1093/neuros/nyw064","title":"Spine Oncology – Primary Spine Tumors","year":2017,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Université de Sherbrooke","funders":"AOSpine","keywords":"Medicine; SPINE (molecular biology); SAFER; Multidisciplinary team; Multidisciplinary approach; Radiation oncology; General surgery; Radiation therapy; Medical physics; Surgery; Bioinformatics; Nursing","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":[0.0003759504,0.0008745622,0.001066952,0.002843576,0.0004058584,0.001000086,0.0007443779,0.001014013,0.006747399],"category_scores_gemma":[0.001149636,0.0001815042,0.0006523305,0.002100847,0.000571967,0.001154611,0.000602475,0.001468037,0.002749004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008205902,"about_ca_system_score_gemma":0.001736513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991664,"about_ca_topic_score_gemma":0.003972772,"domain_scores_codex":[0.9997042,0.00004866818,0.00004815066,0.00004566088,0.0001233279,0.00002998889],"domain_scores_gemma":[0.9995642,0.0001845189,0.00007807497,0.00001557534,0.0001293309,0.00002836212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003829836,0.00004821632,0.0003729788,0.02423529,0.0001132573,0.0003926604,0.00008913038,0.0003334756,0.0007307049,0.003649847,0.07103903,0.8989571],"study_design_scores_gemma":[0.0000107169,0.0000354706,0.001014267,0.009339232,0.0001019737,0.004455354,0.00007144208,0.00005188776,0.0002234223,0.002118856,0.9825669,0.000010474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000113956,0.9957314,0.0001359894,0.0004041182,0.0004142333,0.00001085634,0.00003470599,0.00001072343,0.003144004],"genre_scores_gemma":[0.001285329,0.9967518,0.0001726324,0.0003809523,0.000367829,0.000007210762,0.00007183647,0.000002624203,0.0009597759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006747399,"threshold_uncertainty_score":0.02257228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447508219761594,"score_gpt":0.4059575459698324,"score_spread":0.2612067239936731,"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."}}