{"id":"W3189012318","doi":"10.1097/01.nurse.0000757156.83297.d4","title":"Breaking out of the system and moving to strengths-based care","year":2021,"lang":"en","type":"article","venue":"Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004077607,0.00005602586,0.0001732963,0.00002929082,0.00003876915,0.000005240305,0.00003122736,0.00003146596,0.000003850786],"category_scores_gemma":[0.0001621748,0.00004216249,0.00004451468,0.000104575,0.00003297922,0.00001413113,0.00001252162,0.00005445332,5.424945e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008516134,"about_ca_system_score_gemma":0.00007487235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003277617,"about_ca_topic_score_gemma":0.0000199011,"domain_scores_codex":[0.9995181,0.00003016727,0.0001220112,0.0001029448,0.0001384746,0.00008832418],"domain_scores_gemma":[0.9995169,0.00008652794,0.00004751492,0.0001578884,0.0001508174,0.00004035387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002006045,0.0001383858,0.3489289,0.004896741,0.0001385668,0.00009189885,0.1182907,0.000336084,0.2153175,0.001198714,0.0006942616,0.3097677],"study_design_scores_gemma":[0.001489502,0.0001509592,0.04337162,0.06109055,0.0003265982,0.00001714213,0.1208309,0.001247943,0.7663156,0.00001376198,0.004963869,0.0001815047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987103,0.003446036,0.0004910561,0.0005066724,0.0003342417,0.00009639563,0.000009356715,0.00001700434,0.007996228],"genre_scores_gemma":[0.9975224,0.000005042456,0.002249307,0.00008727633,0.00007920916,0.00000112962,0.000003131742,0.000007860437,0.00004469304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5509982,"threshold_uncertainty_score":0.1719336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06769882479795764,"score_gpt":0.4076988979734646,"score_spread":0.340000073175507,"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."}}