{"id":"W4248981598","doi":"10.1097/sga.0b013e31825da4af","title":"LOSS, RECOVERY, AND OPPORTUNITY","year":2012,"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; Endoscopy; Gastroenterology; General surgery; Internal medicine; Nursing; Family medicine","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":[0.0004616713,0.0001238189,0.0002258426,0.0001014398,0.0004307198,0.000004509465,0.00006831392,0.0001479295,0.0003225754],"category_scores_gemma":[0.00007057775,0.0001180486,0.00004163933,0.00005704831,0.0001591886,0.0001702575,0.00004110505,0.000384131,0.00007082712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170064,"about_ca_system_score_gemma":0.00004000705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000426333,"about_ca_topic_score_gemma":0.00001703842,"domain_scores_codex":[0.9982871,0.0003745281,0.0002567029,0.0001637361,0.00008123013,0.000836677],"domain_scores_gemma":[0.9992198,0.000098313,0.0001199412,0.0001849477,0.00004166612,0.0003353448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004416078,0.0001353242,0.8930242,0.00003938619,0.00002597917,0.000004423102,0.005273703,2.76952e-7,0.0002039995,0.0002558272,0.08152378,0.01907147],"study_design_scores_gemma":[0.00125354,0.0003961104,0.9760122,0.0001964218,0.00009360204,0.0001419939,0.005505433,0.000006860101,0.0000171303,0.0008883173,0.01536096,0.0001274229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845389,0.0003958381,0.001182033,0.004698563,0.0038589,0.0001926436,0.000009006545,0.0000866789,0.005037511],"genre_scores_gemma":[0.9968769,0.0000676218,0.0007802708,0.001003903,0.0007067687,0.00001401508,0.00002094115,0.00001800089,0.0005115949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08298799,"threshold_uncertainty_score":0.4813884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880385286557182,"score_gpt":0.3737504150408703,"score_spread":0.3249465621752984,"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."}}