{"id":"W2326112730","doi":"10.1097/01.naj.0000459611.32531.53","title":"Real Case Studies","year":2015,"lang":"en","type":"letter","venue":"AJN American Journal of Nursing","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Psychological intervention; Psychology; Transformational leadership; Calciphylaxis; Nursing; Medicine; Psychoanalysis; Psychotherapist; Developmental psychology; Disease; Social psychology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000641764,0.0004265589,0.001207444,0.0005787538,0.000198184,0.0001569401,0.0002755381,0.0002027192,0.00001743759],"category_scores_gemma":[0.000233714,0.0003775385,0.0003352217,0.000428436,0.0008296696,0.0003857593,0.00001685439,0.001764439,0.00001789929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801766,"about_ca_system_score_gemma":0.000137729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294352,"about_ca_topic_score_gemma":0.000002913929,"domain_scores_codex":[0.9967119,0.0005216867,0.0009986456,0.0003151211,0.0009032526,0.0005494168],"domain_scores_gemma":[0.9957286,0.0005110635,0.002337893,0.000324484,0.0009173624,0.0001806725],"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":[0.0001655534,0.00008435643,0.00005714201,0.00002918302,0.0001753196,0.009419834,0.005509101,0.0000134129,0.00003836607,0.000001707635,0.792835,0.191671],"study_design_scores_gemma":[0.00303097,0.01335797,0.0001629582,0.01140534,0.00454166,0.1664338,0.05924267,0.00004828891,0.0007125541,0.005442352,0.7336517,0.001969774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09007358,0.00325007,0.00004656879,0.8874319,0.01698433,0.0002328082,0.00001957055,0.00006793451,0.001893297],"genre_scores_gemma":[0.2666883,0.0009846732,0.01723787,0.6619498,0.05185515,0.00001420705,0.00009051398,0.0005625266,0.0006170368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2254821,"threshold_uncertainty_score":0.9998677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06413225071335803,"score_gpt":0.4082668942870914,"score_spread":0.3441346435737334,"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."}}