{"id":"W2396367684","doi":"","title":"Retrospective comparison of an endoscopic assisted versus a purely endoscopic approach to sellar tumour resection.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery; Demographics; Complication; Resection; Endoscopy","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":[0.0008723676,0.0003581926,0.0004162508,0.0009790144,0.0002613323,0.0004173584,0.0003100416,0.0003746465,0.001510553],"category_scores_gemma":[0.002435018,0.000275707,0.0005119865,0.0007036612,0.0004394758,0.0003834012,0.0004670492,0.0002707782,0.0002734374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941328,"about_ca_system_score_gemma":0.0003495117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070739,"about_ca_topic_score_gemma":0.002293808,"domain_scores_codex":[0.9991494,0.000166403,0.000126924,0.0001607848,0.0002949805,0.0001014024],"domain_scores_gemma":[0.9977677,0.0005368897,0.001120793,0.0001121193,0.0002107585,0.0002517081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00281746,0.0002376465,0.9743167,0.0001734406,0.0002594132,0.00342776,0.0002258031,0.0001375075,0.002299196,0.00004036664,0.0002379129,0.01582676],"study_design_scores_gemma":[0.0001779588,0.004933707,0.9807281,0.0000361342,0.0001372555,0.01230933,0.0004096937,0.0001869448,0.0004470801,0.00002443866,0.0005882867,0.00002111749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989348,0.0005297947,0.0001199296,0.000008632169,0.000008242138,0.00003778173,0.00009437972,0.000003645044,0.0002628486],"genre_scores_gemma":[0.9991062,0.0002679089,0.0001869649,0.00003243177,0.00003282502,0.00004380149,0.0002396365,0.000002605646,0.00008757989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001510553,"threshold_uncertainty_score":0.005053341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173100373295847,"score_gpt":0.2882011364628933,"score_spread":0.2264701327299348,"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."}}