{"id":"W3196856812","doi":"10.1177/10748407211042338","title":"Nurses’ Attitudes Toward the Importance of Families in Nursing Care: A Multinational Comparative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Family Nursing","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"University of Toronto","keywords":"Nursing; Multinational corporation; Psychology; Medicine; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006235822,0.0001953315,0.000628858,0.0002761115,0.0003210489,0.00001494049,0.0002811078,0.0001206837,0.00002439449],"category_scores_gemma":[0.001316321,0.0001483951,0.000168262,0.0006343418,0.0002826947,0.0002228316,0.00003368651,0.001092377,0.000004025628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006711559,"about_ca_system_score_gemma":0.0008617536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000346668,"about_ca_topic_score_gemma":0.0001139458,"domain_scores_codex":[0.9963242,0.00107458,0.001356945,0.0002021431,0.0006989601,0.000343123],"domain_scores_gemma":[0.9909538,0.002271948,0.0009972079,0.000237999,0.00545971,0.00007933777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000332971,0.0008273273,0.6036023,0.00009669521,0.0000843646,0.0001031228,0.3813891,0.0004679712,0.001830922,0.0005924474,0.005877216,0.0047956],"study_design_scores_gemma":[0.001141845,0.0002694984,0.4640322,0.004818749,0.00005123674,0.00001476603,0.5289117,0.00003108468,0.0002345095,0.0002557368,0.0001489167,0.00008982333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804265,0.004479292,0.0001252297,0.0008487096,0.005462227,0.0005291792,0.000021456,0.000009451086,0.008097921],"genre_scores_gemma":[0.9980758,0.00006785207,0.0007739443,0.000739946,0.0002627145,0.00001056707,0.000009597805,0.00001712431,0.00004240456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475226,"threshold_uncertainty_score":0.6051379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574575105026485,"score_gpt":0.4868536574637675,"score_spread":0.329396146961119,"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."}}