{"id":"W4206462628","doi":"10.1097/01.naj.0000734124.65925.0d","title":"Awakening","year":2021,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Certification; SAINT; Government (linguistics); Nursing; Psychology; Library science; Medicine; Political science; History; Art history; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115199,0.0000980707,0.0003924754,0.0001379288,0.0003216719,0.00001285399,0.0001164726,0.00004348888,0.0002490622],"category_scores_gemma":[0.0002104218,0.00008789139,0.0001480164,0.0005445907,0.0001317918,0.0001152078,0.00001634126,0.000589858,0.00003428891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012708,"about_ca_system_score_gemma":0.0005652527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002703082,"about_ca_topic_score_gemma":0.000004114053,"domain_scores_codex":[0.9982977,0.0003964491,0.0005590874,0.0001133468,0.0002720729,0.0003613522],"domain_scores_gemma":[0.9981567,0.0003347,0.0006794475,0.0001609091,0.0004987731,0.0001694351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001642491,0.0001576968,0.00753116,0.00002274899,0.00007902495,0.0003022986,0.02602017,0.00001938405,0.004755248,0.0004136825,0.05056055,0.9099738],"study_design_scores_gemma":[0.003632235,0.001836878,0.1170955,0.006835783,0.000603985,0.003086,0.6740509,0.00006684316,0.002427983,0.004588123,0.1849748,0.0008009451],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549715,0.001961257,0.005186642,0.01052803,0.004984497,0.00006737449,0.000002277787,0.00003407215,0.02226433],"genre_scores_gemma":[0.9900194,0.000101338,0.007691274,0.000380719,0.001161366,7.432976e-7,0.000001834105,0.00002252983,0.0006207699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9091728,"threshold_uncertainty_score":0.3584107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563183217869655,"score_gpt":0.4467591776950366,"score_spread":0.3911273455163401,"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."}}