{"id":"W3041060119","doi":"10.1093/noajnl/vdaa086","title":"How to live with a meningioma: experiences, symptoms, and challenges reported by patients","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Alberta; Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto","funders":"Brain Tumour Charity; Canadian Institutes of Health Research; Neurosurgery Research and Education Foundation","keywords":"Medicine; Meningioma; Quality of life (healthcare); Disease; Internal medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001265732,0.0001803935,0.0003012677,0.0003786029,0.001265733,0.001409996,0.0002840962,0.0005264076,0.002061506],"category_scores_gemma":[0.006973903,0.0001182884,0.0003308065,0.000463941,0.0008258582,0.00118067,0.00129689,0.0009096477,0.0002000653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006429364,"about_ca_system_score_gemma":0.001006534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965987,"about_ca_topic_score_gemma":0.005363158,"domain_scores_codex":[0.9989246,0.0004829218,0.00009438614,0.0000765182,0.0001813918,0.0002402354],"domain_scores_gemma":[0.9966295,0.000848541,0.001034208,0.00005823508,0.0003047415,0.001124765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000259417,0.000329574,0.7499708,0.0005904114,0.0001776562,0.004626776,0.1805208,0.0002989558,0.001794217,0.0005630289,0.008284079,0.05258422],"study_design_scores_gemma":[0.00002430804,0.0007663337,0.396327,0.0005782847,0.00008889681,0.01260584,0.5599332,0.0003944879,0.0006501619,0.0005230115,0.02797593,0.0001325133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938551,0.001263453,0.0001138014,0.002357049,0.00005320574,0.00001134801,0.0001303503,0.00000804438,0.002207711],"genre_scores_gemma":[0.9981846,0.0007980085,0.0001189747,0.0005097722,0.00002504745,0.00001175282,0.0000466795,0.000002710282,0.0003025237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003965987,"threshold_uncertainty_score":0.007885754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891755741695589,"score_gpt":0.2651604043720627,"score_spread":0.2362428469551068,"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."}}