{"id":"W2081975377","doi":"10.1016/j.socscimed.2010.08.003","title":"Measurement challenges of informal caregiving: A novel measurement method applied to a cohort of palliative care patients","year":2010,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université Laval","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Palliative care; Cohort; Measure (data warehouse); Psychology; Medicine; Nursing; Gerontology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03815939,0.0005699426,0.0008690432,0.001231591,0.00381083,0.002745237,0.001683762,0.001220353,0.001172262],"category_scores_gemma":[0.0911412,0.000460762,0.001130702,0.001618214,0.001290935,0.001470718,0.003219779,0.001968757,0.0003028891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486506,"about_ca_system_score_gemma":0.003687606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006379253,"about_ca_topic_score_gemma":0.01435679,"domain_scores_codex":[0.9735838,0.01907196,0.002353901,0.001641168,0.002773171,0.0005760741],"domain_scores_gemma":[0.9546729,0.02826799,0.00421063,0.00592294,0.006260778,0.0006647091],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002893013,0.000626026,0.9026634,0.0002671028,0.0003572064,0.0002631527,0.02973525,0.0004587809,0.002229709,0.003175469,0.001655311,0.05827936],"study_design_scores_gemma":[0.0002509395,0.001807641,0.9257849,0.0003817775,0.000730627,0.001842592,0.03323636,0.01214161,0.004447076,0.008528042,0.01061627,0.000232291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478948,0.0003748872,0.0468155,0.0009269333,0.0001995591,0.001492928,0.0003599589,0.00002389626,0.001911597],"genre_scores_gemma":[0.9625978,0.0001865212,0.03070541,0.0003583794,0.0001094769,0.005085209,0.0002712488,0.00002936317,0.000656448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9618406,"threshold_uncertainty_score":0.2018085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04652334298954017,"score_gpt":0.3370828307667498,"score_spread":0.2905594877772096,"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."}}