{"id":"W2411395083","doi":"10.1097/sga.0000000000000140","title":"80% BY 2018","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Library science; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001252469,0.0008020787,0.000378322,0.001674422,0.001128843,0.002242954,0.0008808039,0.001769068,0.4391386],"category_scores_gemma":[0.003780311,0.0002455806,0.0005693932,0.0009549969,0.0004986891,0.001461671,0.003167334,0.001514195,0.4511265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608088,"about_ca_system_score_gemma":0.003785359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201281,"about_ca_topic_score_gemma":0.01020446,"domain_scores_codex":[0.9986551,0.0001458763,0.00007690308,0.0001945411,0.0005482811,0.0003792349],"domain_scores_gemma":[0.9981217,0.0001056151,0.0001051768,0.0001322564,0.001035635,0.0004995688],"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":[0.00004180528,0.00005727498,0.002206638,0.0001342801,0.000003899318,0.00006096925,0.00009020491,0.00002656485,0.0002800294,0.002329207,0.875921,0.118848],"study_design_scores_gemma":[0.000006194541,0.000009810355,0.002867281,0.0001138339,0.000001286066,0.00007313937,0.00007160028,0.00002064164,0.00006463334,0.0001636345,0.996605,0.000002879811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004762994,0.005263892,0.0008222592,0.02163205,0.01348803,0.0002247306,0.01068532,0.001082809,0.9420379],"genre_scores_gemma":[0.009688641,0.004444976,0.0003564321,0.004975812,0.00137122,0.0002123182,0.005675334,0.0002154814,0.9730599],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4391386,"threshold_uncertainty_score":0.8000007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09038206710991986,"score_gpt":0.4488501678625786,"score_spread":0.3584681007526587,"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."}}