{"id":"W4250648101","doi":"10.1023/a:1012955313305","title":"Foreword","year":2001,"lang":"it","type":"article","venue":"Pituitary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Human physiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000459888,0.0004485307,0.0004177191,0.0002644434,0.0002264496,0.00005076558,0.0005695609,0.0002368049,0.01005288],"category_scores_gemma":[0.0001239862,0.0004888863,0.0002671281,0.000863324,0.0002072548,0.0004977025,0.000251087,0.0004998063,0.1960654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002861422,"about_ca_system_score_gemma":0.0001344766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373155,"about_ca_topic_score_gemma":0.0001578235,"domain_scores_codex":[0.9969315,0.0001460864,0.0004833114,0.0006539496,0.0006130908,0.001172095],"domain_scores_gemma":[0.9982018,0.0001133499,0.0001421708,0.001024806,0.000108078,0.0004098099],"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":[0.0006569592,0.001297929,0.1351418,0.0001092841,0.0005370894,0.003143645,0.001828032,0.0002335689,0.003607503,0.00677312,0.8008372,0.04583383],"study_design_scores_gemma":[0.001642471,0.0002921937,0.1529843,0.0001854821,0.0002920472,0.0003950094,0.0003839033,0.004052598,0.0002620931,0.006028847,0.8324394,0.001041632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7994613,0.01175721,0.0004604182,0.003298168,0.002447538,0.0008742085,0.0008125361,0.0008544548,0.1800342],"genre_scores_gemma":[0.9685774,0.0005451581,0.0007223143,0.001003319,0.001490095,0.00002596955,0.00009836721,0.0002807214,0.0272566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860125,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515755234509915,"score_gpt":0.2629713093962551,"score_spread":0.237813757051156,"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."}}