{"id":"W4383199266","doi":"10.1097/ncc.0000000000001258","title":"Strategies Used by Outpatient Oncology Nurses to Introduce Early Palliative Care","year":2023,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Palliative care; Nursing; MEDLINE; Oncology; Family medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007499276,0.0005396283,0.0002259231,0.000619893,0.002183485,0.002367086,0.001261434,0.001428066,0.0008174918],"category_scores_gemma":[0.02458358,0.0002816882,0.0002526486,0.0002993653,0.003226841,0.001563766,0.002814585,0.001375657,0.0001866925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094097,"about_ca_system_score_gemma":0.008896588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126719,"about_ca_topic_score_gemma":0.009087699,"domain_scores_codex":[0.9870955,0.01028344,0.0004341625,0.0004497706,0.001020577,0.0007165642],"domain_scores_gemma":[0.9868616,0.007978937,0.001762265,0.0004469733,0.001546226,0.001403961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001321543,0.0005740709,0.0294322,0.000988171,0.00002874278,0.001751126,0.7518861,0.0004317705,0.005353975,0.005727724,0.004843172,0.1988508],"study_design_scores_gemma":[0.0001501468,0.0009707772,0.0300976,0.003200823,0.00009112283,0.004703848,0.8361345,0.002316352,0.005137787,0.008195579,0.108883,0.0001184917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260255,0.002713901,0.02778219,0.009380545,0.0002748811,0.0009702676,0.00002451465,0.0001573769,0.03267092],"genre_scores_gemma":[0.9667706,0.001491357,0.02702958,0.001618177,0.0000293029,0.000580197,0.00003447935,0.00002312182,0.002423157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007499276,"threshold_uncertainty_score":0.03966045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501668298241058,"score_gpt":0.5002396170485046,"score_spread":0.3500727872243988,"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."}}