{"id":"W1981249260","doi":"10.1002/lary.20949","title":"Microscopic versus endoscopic pituitary surgery: A systematic review","year":2010,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pituitary adenoma; Surgery; Systematic review; Lumbar; Diabetes insipidus; Pituitary tumors; Adenoma; MEDLINE; Pediatrics; Internal medicine","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":[0.01467341,0.001713408,0.0105259,0.01269921,0.0007199263,0.003382328,0.002397331,0.00273141,0.004682347],"category_scores_gemma":[0.05845614,0.001255275,0.005357833,0.01014662,0.001352198,0.003267094,0.001463971,0.001101454,0.0003432987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004475322,"about_ca_system_score_gemma":0.0124461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004254062,"about_ca_topic_score_gemma":0.01712169,"domain_scores_codex":[0.983587,0.007335434,0.005363922,0.000928621,0.00237942,0.000405633],"domain_scores_gemma":[0.9505812,0.03266878,0.01205929,0.0005211862,0.003643067,0.0005264379],"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":[0.0003446529,0.0000187585,0.0007604474,0.9726546,0.01137631,0.0001285985,0.0001395926,0.00006154894,0.000163997,0.00009593874,0.000624572,0.01363107],"study_design_scores_gemma":[0.001042875,0.0007225727,0.005314254,0.8718033,0.11057,0.0006314412,0.0005417051,0.0001341474,0.0002441174,0.0002879785,0.008662852,0.00004473092],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002881335,0.9948497,0.0001856461,0.0004085022,0.0002125807,0.0009168755,0.0002850418,0.000008362988,0.0002519156],"genre_scores_gemma":[0.05925916,0.9333869,0.00199231,0.001463113,0.0004055719,0.002903092,0.0003682158,0.000008600856,0.0002130905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01467341,"threshold_uncertainty_score":0.07760137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141072825408648,"score_gpt":0.3427383649990918,"score_spread":0.2913276367450053,"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."}}