{"id":"W1821870786","doi":"10.1111/j.1744-6198.2010.00202.x","title":"Family Nursing: Walking the Talk","year":2011,"lang":"en","type":"article","venue":"Nursing Forum","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Nursing; Nurse education; Variety (cybernetics); Curriculum; Team nursing; Family health; Medicine; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003326613,0.000202797,0.000211422,0.0001055719,0.001631397,0.00001108376,0.0003510786,0.0002415872,0.0003027887],"category_scores_gemma":[0.000619017,0.0001434533,0.0001169497,0.0002788592,0.0002803187,0.0001340378,0.00003832641,0.0008527161,0.0004215724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283974,"about_ca_system_score_gemma":0.0001420156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333401,"about_ca_topic_score_gemma":0.00002992817,"domain_scores_codex":[0.997809,0.0003736791,0.0004097132,0.0002755377,0.0002795821,0.0008524724],"domain_scores_gemma":[0.9978088,0.0006881732,0.0001837185,0.0005039797,0.0006930346,0.0001222599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002035694,0.0001617213,0.01329802,0.00003762823,0.00003497389,0.00002113288,0.09152586,9.767811e-7,0.0009774861,0.06676391,0.7271152,0.09985954],"study_design_scores_gemma":[0.001634267,0.0007935808,0.1322799,0.01558265,0.000193811,0.0000435763,0.5577642,0.0002580027,0.001497325,0.05324484,0.2357481,0.0009597203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2391665,0.001008434,0.00135854,0.004371248,0.02662572,0.0008939101,0.00002438193,0.0003322686,0.726219],"genre_scores_gemma":[0.9838193,0.00001640703,0.0005232118,0.01215158,0.0003484822,0.0000482361,0.00002139108,0.00004846147,0.003022945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7446528,"threshold_uncertainty_score":0.9996684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726672088492719,"score_gpt":0.3986396547871931,"score_spread":0.2259724459379212,"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."}}