{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114629,0.0004694799,0.0005981737,0.001009596,0.009725444,0.008023903,0.001146422,0.002134545,0.008574485],"category_scores_gemma":[0.009995034,0.0002227423,0.0005171297,0.0007328098,0.01953312,0.006977831,0.01245875,0.007346272,0.001694239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683286,"about_ca_system_score_gemma":0.005784237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006356612,"about_ca_topic_score_gemma":0.01030816,"domain_scores_codex":[0.9957322,0.001676399,0.0001226447,0.0002338254,0.0008407405,0.001394118],"domain_scores_gemma":[0.9941466,0.0006528168,0.000645114,0.0004046171,0.0006534876,0.003497382],"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":[0.0002411124,0.0004187798,0.01932991,0.0003130479,0.0001200281,0.002757983,0.1294935,0.0004161045,0.0005607833,0.2953185,0.3599858,0.1910445],"study_design_scores_gemma":[0.00004233649,0.0002226476,0.01968622,0.001056395,0.00003297405,0.004615237,0.23346,0.0002876895,0.0002150687,0.1297027,0.6105334,0.0001452687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1285079,0.03585424,0.006011514,0.4350209,0.008987109,0.0001055001,0.0002236307,0.0001931267,0.3850961],"genre_scores_gemma":[0.9208125,0.01160573,0.001097788,0.02405464,0.001152013,0.00007547435,0.00009902522,0.00008375093,0.04101903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009725444,"threshold_uncertainty_score":0.0286845,"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."}}