{"id":"W67326165","doi":"10.1155/2012/452898","title":"Family Caregiver Perspectives on Caring for Ventilator-Assisted Individuals at Home","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Respite care; Caregiver burden; Medicine; Thematic analysis; Family caregivers; Interquartile range; Qualitative research; Nursing; Gerontology; Disease; Dementia","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":[0.0009505522,0.0002694835,0.0003405976,0.000669936,0.002596567,0.00003430895,0.0002968922,0.0003681809,0.0004403242],"category_scores_gemma":[0.001274976,0.0002544772,0.0002266008,0.0002305903,0.0001049569,0.0002480198,0.00005422625,0.001116832,0.0003076464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034516,"about_ca_system_score_gemma":0.001576427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800936,"about_ca_topic_score_gemma":0.00790171,"domain_scores_codex":[0.9970306,0.0004728948,0.000538421,0.0002732616,0.0003620406,0.001322806],"domain_scores_gemma":[0.9952465,0.0008207374,0.0003304209,0.0003327776,0.001667824,0.001601721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001178333,0.00003212379,0.5482113,0.00008022674,0.0001719304,0.00005863846,0.03297408,0.000008754325,0.0005778539,0.003274285,0.4129994,0.001493593],"study_design_scores_gemma":[0.001088367,0.0002487102,0.3229454,0.0005289264,0.00005370773,0.0000210734,0.05225622,0.00000105471,0.00006063269,0.00004761171,0.6224162,0.0003320693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736435,0.004229869,0.00002410366,0.0002146418,0.008703396,0.00064962,0.0004050692,0.00003768793,0.01209206],"genre_scores_gemma":[0.9819354,0.00002606153,0.0000602623,0.01464952,0.002038521,0.00008294725,0.00002150807,0.00006712456,0.001118694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252658,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370214986737688,"score_gpt":0.367932078718528,"score_spread":0.2309105800447592,"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."}}