{"id":"W4234153813","doi":"10.1016/j.beem.2013.04.006","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Best Practice & Research Clinical Endocrinology & Metabolism","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology","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":[0.002410409,0.0007629037,0.0005489157,0.002584182,0.002494423,0.003550638,0.001202036,0.001138226,0.3850835],"category_scores_gemma":[0.02460738,0.0002450898,0.0004995374,0.001487413,0.0005765417,0.002153976,0.002328636,0.003268628,0.2685246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183107,"about_ca_system_score_gemma":0.00363127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005668857,"about_ca_topic_score_gemma":0.00637245,"domain_scores_codex":[0.9987739,0.0002256688,0.00007614228,0.0001563783,0.0006526632,0.0001151135],"domain_scores_gemma":[0.9876867,0.001889883,0.0003663382,0.000814533,0.007680866,0.001561654],"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":[0.00001643777,0.00000951207,0.00005569842,0.00004838757,8.264707e-7,0.00002500656,0.00003278416,0.00002167669,0.00003564549,0.001880056,0.9761779,0.02169597],"study_design_scores_gemma":[0.000004522604,0.000008593335,0.0001838959,0.0001157895,0.000001402109,0.00004494717,0.00007148848,0.00001820452,0.00005612105,0.001767244,0.9977239,0.000003835715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001172661,0.009408861,0.005716219,0.0699962,0.4129457,0.0006970112,0.01079089,0.001572818,0.4876996],"genre_scores_gemma":[0.005838471,0.004434397,0.003109806,0.01657936,0.04742966,0.0005020002,0.006901838,0.0008899201,0.9143146],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6149164,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320036353793505,"score_gpt":0.5375691469402841,"score_spread":0.3055655115609336,"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."}}