{"id":"W1989149166","doi":"10.3171/2012.6.focus12125","title":"Norman Dott, Gerard Guiot, and Jules Hardy: key players in the resurrection and preservation of transsphenoidal surgery","year":2012,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transsphenoidal surgery; Medicine; Surgery; History; Art; Pituitary adenoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003668312,0.0006590899,0.00043071,0.0009027253,0.003209318,0.003994063,0.001427894,0.003836197,0.004658492],"category_scores_gemma":[0.01071181,0.0003230688,0.0002876038,0.0003694029,0.004873747,0.004620062,0.00323554,0.01093184,0.001921991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127051,"about_ca_system_score_gemma":0.007671931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898993,"about_ca_topic_score_gemma":0.01347896,"domain_scores_codex":[0.9973075,0.0004280886,0.0001104669,0.0004348912,0.001440594,0.0002784615],"domain_scores_gemma":[0.9928433,0.001195474,0.0002657837,0.0002292535,0.001470087,0.003996029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004950886,0.00004333281,0.0009348101,0.0001378294,0.000007839157,0.0009166445,0.001680164,0.00008893443,0.0005730302,0.01613965,0.8429995,0.1364288],"study_design_scores_gemma":[0.000008511447,0.00003606399,0.0004977149,0.0002753078,0.000004204027,0.003527068,0.001143246,0.0000827011,0.000321243,0.008207007,0.9858677,0.00002912557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004347568,0.07443626,0.003537443,0.8315502,0.06064623,0.00003536465,0.00003848392,0.0001841787,0.02522428],"genre_scores_gemma":[0.1010845,0.1668311,0.01483724,0.5052091,0.07628604,0.0002078437,0.0001346956,0.000631275,0.1347782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005898993,"threshold_uncertainty_score":0.02268845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868767267650146,"score_gpt":0.2609114535420537,"score_spread":0.2322237808655522,"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."}}