{"id":"W7132015720","doi":"","title":"Preface","year":2005,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"","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":[0.001296498,0.001062389,0.0006930392,0.003665251,0.002857689,0.00374837,0.001298725,0.0010416,0.4868553],"category_scores_gemma":[0.009740514,0.0003059527,0.000626025,0.002259176,0.0005968522,0.002632388,0.002133432,0.002758228,0.3487362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020981,"about_ca_system_score_gemma":0.002179888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006446367,"about_ca_topic_score_gemma":0.008393854,"domain_scores_codex":[0.9992901,0.0001121675,0.00004350894,0.0001135609,0.0003738758,0.00006667736],"domain_scores_gemma":[0.996133,0.000548902,0.0001198023,0.0003716409,0.002329274,0.0004974054],"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":[0.00001959349,0.00001316454,0.00004757771,0.00006275031,0.000001251752,0.00002251838,0.00003665667,0.00002945292,0.00006567608,0.003782786,0.9699035,0.02601515],"study_design_scores_gemma":[0.000002654378,0.000006218323,0.000178437,0.00008508065,0.000001430246,0.00002203818,0.00004674416,0.00001901212,0.00007474762,0.00184041,0.9977197,0.000003486996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0009741306,0.009945328,0.00454451,0.02453786,0.1953198,0.0004733607,0.01051238,0.00136133,0.7523312],"genre_scores_gemma":[0.002715801,0.002907235,0.001079231,0.003072841,0.01416821,0.0001580066,0.004154834,0.0005177999,0.971226],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4868553,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404348189630077,"score_gpt":0.2615943694467357,"score_spread":0.2475508875504349,"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."}}