{"id":"W3099077885","doi":"10.1017/cjn.2020.254","title":"A Review of the Neurosurgical Management of Brain Metastases During Pregnancy","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"McMaster University","keywords":"Medicine; Pregnancy; Context (archaeology); Neurosurgery; Radiation therapy; Obstetrics; Surgery; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005062279,0.001135128,0.003897378,0.01135186,0.000571363,0.001524589,0.001512417,0.001232397,0.00230292],"category_scores_gemma":[0.02703325,0.0007022032,0.004844249,0.01081042,0.0007262536,0.00153825,0.001003875,0.0008013338,0.0002423049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326895,"about_ca_system_score_gemma":0.009093868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565817,"about_ca_topic_score_gemma":0.01496328,"domain_scores_codex":[0.9933699,0.001851896,0.003209852,0.0004334564,0.000990939,0.0001439122],"domain_scores_gemma":[0.9739623,0.01886825,0.004721272,0.0002810271,0.001984023,0.0001831055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000133008,0.00001652432,0.001245878,0.9030219,0.003351683,0.0002572769,0.0002343239,0.000146386,0.0002135619,0.00028785,0.003237539,0.08785419],"study_design_scores_gemma":[0.00008034251,0.000203105,0.006298508,0.9235064,0.02242163,0.001589015,0.0003201522,0.00007442112,0.0002399181,0.0003260219,0.04490766,0.00003280895],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005624925,0.9985883,0.00007992012,0.0001775621,0.0000825988,0.00006064788,0.0002218348,0.000003782299,0.0002229968],"genre_scores_gemma":[0.005372647,0.993676,0.0003074141,0.0002611718,0.00006707542,0.0001112939,0.0001603539,0.000002530019,0.0000415087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01135186,"threshold_uncertainty_score":0.0267722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07199623857236948,"score_gpt":0.3318293678236441,"score_spread":0.2598331292512746,"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."}}