{"id":"W2412955978","doi":"10.1097/sga.0000000000000241","title":"“A VISCERAL RESPONSE”","year":2016,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Endoscopy; Internal medicine; Family medicine; 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":[0.0005375402,0.0001351545,0.0002310321,0.0001544943,0.000395102,0.000003657157,0.0001463401,0.0001504273,0.000697659],"category_scores_gemma":[0.0001271914,0.00009187586,0.00007757948,0.00007666409,0.0001858078,0.00008767815,0.00003304218,0.0002263043,0.0005635825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973884,"about_ca_system_score_gemma":0.0000696678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001153206,"about_ca_topic_score_gemma":0.00001637418,"domain_scores_codex":[0.9975546,0.0009133538,0.0003250744,0.0002751916,0.0001178402,0.0008139365],"domain_scores_gemma":[0.9990574,0.0003262576,0.0001228537,0.0002865735,0.00007393389,0.0001330054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02806187,0.0002517392,0.3934188,0.00003298798,0.00007790174,0.00005312711,0.01144364,7.944578e-7,0.1074373,0.0007452561,0.3737948,0.08468177],"study_design_scores_gemma":[0.004898065,0.001259558,0.963675,0.0008038539,0.00005718281,0.00007202269,0.002707535,0.000004223264,0.000335695,0.001989543,0.02401726,0.00018004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954327,0.00003805989,0.006729917,0.03291519,0.003261753,0.0001992877,0.0000108616,0.0001719491,0.002345985],"genre_scores_gemma":[0.9944081,0.000007587988,0.0005164778,0.0007320312,0.0004853739,0.0000255381,0.000003150686,0.00002446223,0.003797254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702562,"threshold_uncertainty_score":0.7638878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956637425734225,"score_gpt":0.383855581748786,"score_spread":0.3542892074914438,"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."}}