{"id":"W2810612965","doi":"10.1017/cjn.2018.135","title":"P.033 Biopsy versus subtotal versus gross total resection in patients with low-grade glioma: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glioma; Cochrane Library; Meta-analysis; Biopsy; Internal medicine; Relative risk; Surgery; Confidence interval; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011897,0.002590202,0.01503546,0.004819054,0.000574693,0.003321602,0.002128515,0.002688887,0.005588616],"category_scores_gemma":[0.02557258,0.001509961,0.043769,0.005818638,0.0007760412,0.002006934,0.001224153,0.00228262,0.0004893158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160245,"about_ca_system_score_gemma":0.002619647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813063,"about_ca_topic_score_gemma":0.0127994,"domain_scores_codex":[0.9917961,0.003992608,0.002269077,0.0008769801,0.0007869581,0.000278216],"domain_scores_gemma":[0.9844829,0.01165444,0.002469031,0.0003113817,0.0008821707,0.0002000149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003286707,0.00002807364,0.003830605,0.3487656,0.6333521,0.0001239655,0.00006846966,0.0003388524,0.0001622315,0.0001183025,0.0005170577,0.009408019],"study_design_scores_gemma":[0.0009894909,0.0002254044,0.003059984,0.01885543,0.9752008,0.00007198643,0.00003529834,0.0001565668,0.00007264165,0.0001825038,0.001132392,0.00001759646],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004760435,0.9933316,0.0004418744,0.0002436564,0.00019796,0.000235935,0.0004597433,0.00002353625,0.0003053348],"genre_scores_gemma":[0.254386,0.7386754,0.002231531,0.001550074,0.0004660862,0.001235911,0.0008060455,0.0000511126,0.0005977817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01503546,"threshold_uncertainty_score":0.05351484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08542729270216286,"score_gpt":0.3295754382241957,"score_spread":0.2441481455220328,"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."}}