{"id":"W4320718063","doi":"10.1097/cnj.0000000000001063","title":"Using Nursing Interventions Classifications to Document Faith Community Nursing Transitional Care","year":2023,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Nursing Interventions Classification; Transitional care; Psychological intervention; Nursing; Documentation; Nursing care; Nursing Outcomes Classification; Faith; Psychology; Medicine; Nursing research; Health care; Team nursing; Political science; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009334134,0.0003479017,0.0005508934,0.001361987,0.001578899,0.0004087091,0.0004373139,0.0001559943,0.00007373854],"category_scores_gemma":[0.0001891272,0.0003778629,0.0005884434,0.001451708,0.0003283971,0.0008624919,0.00001426198,0.000886355,0.00004068906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955957,"about_ca_system_score_gemma":0.0001662693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006528545,"about_ca_topic_score_gemma":0.00001358691,"domain_scores_codex":[0.996172,0.0006762448,0.001338811,0.0003003092,0.0008643655,0.0006483397],"domain_scores_gemma":[0.9974213,0.0002971376,0.000743714,0.0004215651,0.0006818039,0.0004344351],"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":[0.001798211,0.004547479,0.001707136,0.0006612499,0.0002890743,0.00008587974,0.280301,0.02950898,0.07262287,0.003716808,0.08675527,0.518006],"study_design_scores_gemma":[0.008999573,0.004981606,0.2020391,0.1578061,0.004030373,0.001901099,0.5173756,0.006946834,0.03514222,0.0537914,0.004095234,0.002890832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899139,0.001640491,0.06520691,0.02218047,0.008854806,0.0007263255,0.00007309841,0.0002412421,0.00193762],"genre_scores_gemma":[0.9830726,0.00001543865,0.0156785,0.000233532,0.0007859953,0.000008979392,0.00009857566,0.00008313818,0.00002320692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5151152,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047552976842118,"score_gpt":0.4359131910762008,"score_spread":0.331157893391989,"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."}}