{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005435036,0.0001233477,0.0002462113,0.00004943468,0.0002522677,0.000002417998,0.0001526583,0.00023599,0.0001778179],"category_scores_gemma":[0.0001310454,0.0001098611,0.00003955101,0.00006628416,0.0001708592,0.0000646013,0.00004140792,0.0006415768,0.0006894902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486775,"about_ca_system_score_gemma":0.0001459016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783521,"about_ca_topic_score_gemma":0.00003960442,"domain_scores_codex":[0.9976602,0.0005649446,0.0003615392,0.0002415453,0.0002045585,0.0009671917],"domain_scores_gemma":[0.9988319,0.00004482144,0.0001138392,0.0002222577,0.00009742969,0.0006897358],"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":[0.0001506221,0.00006631612,0.03676814,0.00001268595,0.000007215418,0.000009553224,0.0008701358,2.879433e-7,0.00005751463,0.00008875802,0.9581636,0.003805221],"study_design_scores_gemma":[0.006666688,0.002335249,0.03038098,0.0008088779,0.00006460759,0.00009452287,0.009142019,0.0001245438,0.0000291434,0.006668838,0.9434504,0.0002341081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101971,0.001062942,0.00689979,0.07448557,0.01279473,0.000708698,0.00004394333,0.0003402325,0.09346697],"genre_scores_gemma":[0.9655683,0.00003438622,0.001216824,0.02672902,0.001339903,0.00004783967,0.00006464907,0.00002941521,0.004969649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553712,"threshold_uncertainty_score":0.8862232,"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."}}