{"id":"W4406311551","doi":"10.1007/978-1-59259-217-3_13","title":"Pituitary Surgery","year":2001,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"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":[0.0001400066,0.0006126372,0.0003269328,0.0008213139,0.000650993,0.001003373,0.0004990532,0.0007347923,0.045718],"category_scores_gemma":[0.0003363651,0.0001677829,0.0003040423,0.0005304221,0.0005832771,0.0007806735,0.000754374,0.001656063,0.0227896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008862465,"about_ca_system_score_gemma":0.001234857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113216,"about_ca_topic_score_gemma":0.003672725,"domain_scores_codex":[0.9998871,0.00001074899,0.000004889406,0.00002291235,0.0000620925,0.00001220736],"domain_scores_gemma":[0.9999189,0.0000267023,0.000006153013,0.000009654667,0.0000197469,0.00001873378],"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":[0.00003982957,0.00004387408,0.0001952939,0.0005936047,0.00001133795,0.0007427408,0.0002528031,0.0003118188,0.001755314,0.05451001,0.4132679,0.5282755],"study_design_scores_gemma":[0.000003015241,0.00001137167,0.0001927567,0.000160645,0.000002309919,0.001506921,0.00002420374,0.00002313289,0.0001544603,0.004995315,0.9929225,0.00000346117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001364507,0.1775737,0.003813771,0.004903739,0.005284018,0.00004051569,0.000257374,0.0003027006,0.8064597],"genre_scores_gemma":[0.009340436,0.1368131,0.004240427,0.004083908,0.002046179,0.00004239636,0.0002673391,0.00009905009,0.8430672],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.045718,"threshold_uncertainty_score":0.1529419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08691293832229975,"score_gpt":0.272021833446655,"score_spread":0.1851088951243553,"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."}}