{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01015738,0.001191842,0.0006592859,0.001913599,0.004774853,0.003364217,0.002844037,0.008396879,0.01557217],"category_scores_gemma":[0.05546359,0.0006061078,0.0010135,0.002147262,0.003050938,0.004885793,0.004115484,0.006006601,0.003541046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004948688,"about_ca_system_score_gemma":0.002458469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624558,"about_ca_topic_score_gemma":0.005148218,"domain_scores_codex":[0.9831294,0.01108874,0.001709725,0.0008578101,0.002454065,0.0007603572],"domain_scores_gemma":[0.9614224,0.02220834,0.005031196,0.002716833,0.004386668,0.004234494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005798906,0.001118577,0.0165776,0.005307442,0.0002546492,0.3925673,0.01568833,0.001102631,0.0008480703,0.05797469,0.3897713,0.1182094],"study_design_scores_gemma":[0.0001508343,0.0002858216,0.001868609,0.004434529,0.00005576501,0.4800609,0.009083862,0.0002712171,0.0003232232,0.01837602,0.4850219,0.00006731614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1014066,0.1727213,0.03119585,0.3525331,0.03018786,0.004207706,0.001673039,0.0003447238,0.3057297],"genre_scores_gemma":[0.6164974,0.08434635,0.03952529,0.1791602,0.02204202,0.005636977,0.001090586,0.0002519444,0.05144928],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01557217,"threshold_uncertainty_score":0.05371797,"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."}}