{"id":"W4379347492","doi":"10.1017/cjn.2023.202","title":"P.112 Location pattern of recurrence of WHO Grade 1 Meningiomas","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Surgery; Adjuvant therapy; Resection; Medical record; Demographics; Resection margin; Surgical resection; Presentation (obstetrics); Meningioma; Chemotherapy","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":[0.0001514049,0.0001761541,0.0001278195,0.00135494,0.0002654626,0.0003313437,0.0002899996,0.000190795,0.004497763],"category_scores_gemma":[0.001051816,0.00008027067,0.0002367465,0.001009217,0.000255211,0.0002130947,0.0002181601,0.0001541574,0.001051359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008457,"about_ca_system_score_gemma":0.0002862268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785162,"about_ca_topic_score_gemma":0.008307654,"domain_scores_codex":[0.9998062,0.00002587606,0.00002623865,0.00003337268,0.00006290399,0.00004536979],"domain_scores_gemma":[0.9991202,0.00008929019,0.0005132135,0.00005074393,0.0001573551,0.00006926472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311684,0.000009455788,0.9826229,0.00003373191,0.00002140284,0.002176814,0.0001185287,0.0001289487,0.001889856,0.00006870968,0.0006695788,0.01212895],"study_design_scores_gemma":[0.000007518181,0.0001380869,0.9740573,0.00003282138,0.00003455683,0.02165183,0.0005015071,0.0003106791,0.001611281,0.0001419141,0.00150185,0.00001062169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933994,0.0009374921,0.0005694418,0.0001014104,0.00001047904,0.00001800525,0.0009344617,0.00006033505,0.003969126],"genre_scores_gemma":[0.9986424,0.0001477585,0.0002892432,0.00001675763,0.000007043504,0.000007498679,0.0004151653,0.00001068227,0.0004633986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005785162,"threshold_uncertainty_score":0.01504654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505200425035536,"score_gpt":0.2988166570060167,"score_spread":0.2337646527556614,"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."}}