{"id":"W2744931998","doi":"10.5489/cuaj.4818","title":"CUA-AUA International Fellows Program: Boston 2017","year":2017,"lang":"es","type":"article","venue":"Canadian Urological Association Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Library science; Medical education; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004535854,0.0007103386,0.0005326208,0.001635006,0.002101008,0.003113493,0.001284249,0.002816463,0.3294436],"category_scores_gemma":[0.008231978,0.0002754408,0.0005017125,0.0007267586,0.0008817738,0.00114651,0.00257752,0.002413793,0.07348699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008099793,"about_ca_system_score_gemma":0.03914739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166854,"about_ca_topic_score_gemma":0.06942149,"domain_scores_codex":[0.9980667,0.0002194615,0.0000522666,0.0002094899,0.0008126735,0.0006395126],"domain_scores_gemma":[0.9697294,0.0006660902,0.0004921062,0.0003918712,0.005249057,0.02347144],"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":[0.0002120085,0.0002577615,0.002801314,0.00006057146,0.00001393166,0.0001655195,0.00008031833,0.0001374602,0.0003083553,0.00365219,0.9362286,0.05608192],"study_design_scores_gemma":[0.00009923839,0.0002125114,0.008631508,0.0001509667,0.00001341915,0.0002226897,0.0002542476,0.0006285299,0.0005543932,0.001931775,0.9872857,0.00001505211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03149861,0.01270116,0.003274448,0.3887409,0.08769221,0.0009801207,0.01083771,0.001104465,0.4631704],"genre_scores_gemma":[0.02608717,0.002329715,0.00104493,0.003602277,0.007146287,0.0001235637,0.001863606,0.0001608186,0.9576416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3294436,"threshold_uncertainty_score":0.9564674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575360637167786,"score_gpt":0.3821344110210702,"score_spread":0.3163808046493923,"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."}}