{"id":"W4415880060","doi":"10.1016/j.jpainsymman.2025.10.026","title":"“I Had a Needle, But This Program Gave Me the Thread”: A Caregiver Screening and Response Protocol","year":2025,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Southlake Regional Health Center; Princess Margaret Cancer Centre","funders":"University Health Network","keywords":"Protocol (science); Family caregivers; MEDLINE; Caregiver burden","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0765732,0.001633249,0.001501572,0.002171279,0.005900867,0.001509549,0.002975881,0.003571306,0.03472517],"category_scores_gemma":[0.06409274,0.001488916,0.001478846,0.001301811,0.001859174,0.002151663,0.003908995,0.004320865,0.007755306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004397509,"about_ca_system_score_gemma":0.02037237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716159,"about_ca_topic_score_gemma":0.004901225,"domain_scores_codex":[0.94821,0.03968121,0.006591171,0.001387266,0.001953396,0.002177005],"domain_scores_gemma":[0.9603661,0.01512431,0.004157121,0.004564839,0.01144394,0.00434354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09494113,0.04977779,0.02365429,0.02617312,0.0004660978,0.0071163,0.07023457,0.006875593,0.01714904,0.01437689,0.2247611,0.4644741],"study_design_scores_gemma":[0.1269448,0.07932588,0.06244535,0.015727,0.0006744995,0.00250999,0.04935105,0.01364254,0.01078439,0.01918636,0.6181796,0.00122861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01101665,0.00007446372,0.005306388,0.001126131,0.0002071019,0.9790753,0.0006147693,0.0001232956,0.002455909],"genre_scores_gemma":[0.007290832,0.0001211225,0.01291227,0.0004942725,0.00005151565,0.9782818,0.0001645328,0.00001102633,0.0006725853],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0765732,"threshold_uncertainty_score":0.4049627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699645734474661,"score_gpt":0.3256042597265801,"score_spread":0.3086078023818335,"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."}}