{"id":"W2403406646","doi":"10.1016/j.beem.2008.02.005","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Best Practice & Research Clinical Endocrinology & Metabolism","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002089412,0.0007339302,0.0005318249,0.002448935,0.002499241,0.003467959,0.001244412,0.00108458,0.4365233],"category_scores_gemma":[0.01766186,0.0002401228,0.0004465218,0.001504928,0.0005402847,0.0022625,0.002207415,0.002831621,0.2983733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238924,"about_ca_system_score_gemma":0.003295426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005478921,"about_ca_topic_score_gemma":0.006663469,"domain_scores_codex":[0.9989493,0.0001847138,0.00006046972,0.0001383812,0.000566675,0.0001003548],"domain_scores_gemma":[0.9910246,0.001175957,0.0002624623,0.0006296739,0.005634111,0.001273169],"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":[0.00001512679,0.00001014887,0.00005328698,0.00004286967,7.11423e-7,0.00002139345,0.00003886936,0.00002416352,0.00004026388,0.002398061,0.9716419,0.02571323],"study_design_scores_gemma":[0.000003962757,0.000008060151,0.0001733831,0.00008480411,0.000001064979,0.00002913432,0.00007715671,0.00001904581,0.00004723144,0.00176736,0.9977856,0.000003177085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001168787,0.007318954,0.005456048,0.05605547,0.29059,0.0006455946,0.009348809,0.001529107,0.6278871],"genre_scores_gemma":[0.00455426,0.002850259,0.002493313,0.009383707,0.0279126,0.0003402039,0.005314435,0.0006650622,0.9464862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5634767,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.267961469634375,"score_gpt":0.5310211195623602,"score_spread":0.2630596499279852,"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."}}