{"id":"W4409804498","doi":"10.1016/j.healun.2025.02.683","title":"Caring Beyond Measure: Scoping Review of the Experiences of Informal Caregivers of Lung Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Measure (data warehouse); Medicine; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02679806,0.0009395038,0.003289083,0.00926028,0.001840954,0.006306545,0.001839395,0.002806191,0.002044449],"category_scores_gemma":[0.136914,0.0008597051,0.003233648,0.01136777,0.002142126,0.004813936,0.003870621,0.002462603,0.0001829813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00478563,"about_ca_system_score_gemma":0.02228386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473782,"about_ca_topic_score_gemma":0.05140306,"domain_scores_codex":[0.9740857,0.0128652,0.008272469,0.001118584,0.002950944,0.0007070532],"domain_scores_gemma":[0.8457274,0.1296554,0.01341621,0.001603236,0.008455326,0.001142362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003430585,0.00010462,0.007418485,0.7438435,0.005531468,0.0007496133,0.03799173,0.0001830056,0.0002640569,0.001713416,0.005960076,0.195897],"study_design_scores_gemma":[0.00003650707,0.00006057014,0.006559242,0.9384403,0.004666628,0.0005350721,0.01789997,0.00002778726,0.0001055992,0.0004071441,0.03121549,0.00004576],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007972391,0.9883617,0.0002141016,0.001634877,0.0002785921,0.0002095017,0.0002521413,0.000003191885,0.001073553],"genre_scores_gemma":[0.06265072,0.9338236,0.0008595121,0.001599758,0.00009609565,0.0005488102,0.0002329402,0.000008799484,0.000179818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02679806,"threshold_uncertainty_score":0.1417233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236967822432349,"score_gpt":0.3575603249030759,"score_spread":0.3251906466787524,"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."}}