{"id":"W3089127204","doi":"10.1016/j.wneu.2020.05.172","title":"Craniopharyngiomas: Challenges and Controversies","year":2020,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital","funders":"","keywords":"Medicine; Craniopharyngioma; Multidisciplinary approach; Skull; Histopathology; General surgery; Intensive care medicine; Surgery; Pathology","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":[0.001478983,0.0007737362,0.001988169,0.002619818,0.0004205321,0.002390547,0.001110827,0.001924276,0.005954393],"category_scores_gemma":[0.002794058,0.0002872315,0.0007266326,0.003114185,0.001040611,0.002762967,0.001138709,0.002556042,0.001573673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334797,"about_ca_system_score_gemma":0.003654017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367321,"about_ca_topic_score_gemma":0.007764227,"domain_scores_codex":[0.9995751,0.0001034795,0.00008457851,0.0000609589,0.0001356358,0.00004025209],"domain_scores_gemma":[0.9983557,0.001043556,0.0002223221,0.00002613337,0.0002654265,0.00008685601],"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":[0.0001009852,0.00003695401,0.0002690233,0.03318366,0.0001604563,0.000325183,0.000116337,0.0002484244,0.0003999576,0.006199454,0.07016777,0.8887918],"study_design_scores_gemma":[0.00003042747,0.00004354051,0.0006363164,0.01962713,0.0002899062,0.001178238,0.0002255048,0.00008760785,0.0000846273,0.003756887,0.9740146,0.00002527429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003114401,0.998201,0.00002841263,0.001039973,0.0003077069,0.000001341851,0.0000129443,0.00000326009,0.0003742564],"genre_scores_gemma":[0.0003893196,0.9978858,0.0001122943,0.0008919688,0.000526281,0.000003166855,0.00001657554,0.000001091103,0.0001735775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005954393,"threshold_uncertainty_score":0.0199194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664482316281346,"score_gpt":0.3028133608341651,"score_spread":0.2363651292060305,"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."}}