{"id":"W3030961541","doi":"10.1097/sga.0000000000000537","title":"NEVER ALONE: THE SPIRIT OF SGNA","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Endoscopy; Internal medicine; Family medicine; Nursing; 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":[0.00006217088,0.00008342649,0.0002896558,0.00003001582,0.00002204369,0.000001568439,0.00009144175,0.000042601,0.00006985015],"category_scores_gemma":[0.00008374386,0.00005926141,0.00009230658,0.0000749897,0.000281901,0.00003719631,0.00001926167,0.0001391753,0.000008399142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674119,"about_ca_system_score_gemma":0.0000153632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001053362,"about_ca_topic_score_gemma":0.00000219266,"domain_scores_codex":[0.9993047,0.00005433879,0.0002133031,0.0001281897,0.0001120959,0.0001874362],"domain_scores_gemma":[0.999587,0.0000390032,0.00009665499,0.0001426833,0.0000635899,0.00007109504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002018597,0.0001741544,0.9282119,0.0001182008,0.0001962631,0.00003519364,0.006441835,0.00002676613,0.03320623,0.0001742078,0.02304571,0.006350913],"study_design_scores_gemma":[0.01218865,0.009586014,0.8243455,0.003910331,0.001240658,0.0002141033,0.007430695,0.001947183,0.08147936,0.0004738264,0.05691657,0.0002670713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509068,0.0006583556,0.001697637,0.04550081,0.0001552993,0.0001146826,0.000006265221,0.00001882411,0.0009413878],"genre_scores_gemma":[0.9933296,0.00004194252,0.001338198,0.005069093,0.0001792252,0.000001903335,0.000007409081,0.000009374661,0.00002327206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038664,"threshold_uncertainty_score":0.241661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082549489257593,"score_gpt":0.3903922013272476,"score_spread":0.2821372524014883,"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."}}