{"id":"W3204046910","doi":"10.1097/nur.0000000000000635","title":"“Sometimes Life Throws You a Curve Ball”","year":2021,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Wife; Disease; Credibility; Developmental psychology; Gerontology; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008766809,0.0001926935,0.0006120171,0.00007595569,0.0001184133,0.00009341758,0.0001595769,0.0001801105,0.02050114],"category_scores_gemma":[0.004154078,0.0001666389,0.0004758121,0.0004306104,0.0005021147,0.00009284281,0.0001095085,0.0005450728,0.002159628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004866565,"about_ca_system_score_gemma":0.0007260417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165845,"about_ca_topic_score_gemma":0.00002686589,"domain_scores_codex":[0.9971683,0.0003194321,0.0007525011,0.0006048701,0.0006700005,0.0004848889],"domain_scores_gemma":[0.9977669,0.0003971392,0.00009585247,0.0005273,0.0005002366,0.0007126403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007166828,0.003929526,0.6990118,0.00008901672,0.000458789,0.001660732,0.00009098942,9.553683e-8,0.0003681149,0.005614839,0.2194376,0.06862178],"study_design_scores_gemma":[0.003059014,0.0005520193,0.5923499,0.00009464732,0.0001924679,0.0000375071,0.0004463411,0.00001732277,0.0005898611,0.0005785622,0.4019101,0.0001723153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4945004,0.00109391,0.0001898948,0.02382834,0.002029205,0.000602091,0.00004977341,0.0001341123,0.4775723],"genre_scores_gemma":[0.8708033,0.001159488,0.001244589,0.01222653,0.008560075,0.00005188399,0.0002970464,0.00007207978,0.105585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763029,"threshold_uncertainty_score":0.9986173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122509484442268,"score_gpt":0.4308378668768189,"score_spread":0.3696127720323962,"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."}}