{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005093616,0.0001465013,0.000343909,0.0001989479,0.0006014442,0.00001681499,0.0005777628,0.00009354224,0.00002396871],"category_scores_gemma":[0.001500636,0.0001253609,0.00007076277,0.0007044743,0.0009768312,0.0001281867,0.00009062192,0.0001687638,9.073014e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596783,"about_ca_system_score_gemma":0.001034355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949837,"about_ca_topic_score_gemma":0.009792051,"domain_scores_codex":[0.9943637,0.00005077002,0.0004298017,0.000313717,0.004438929,0.0004030349],"domain_scores_gemma":[0.9950941,0.00003744266,0.0002930117,0.000162772,0.004214774,0.0001978881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003259511,0.000124387,0.03165682,0.00007218988,0.0000460334,1.708251e-7,0.5011117,0.00002383456,0.1220585,0.3200462,0.00008736933,0.02474012],"study_design_scores_gemma":[0.001473632,0.0004457601,0.8056065,0.0003480827,0.0001091538,7.868135e-8,0.179645,0.00009015321,0.005211337,0.000678105,0.005895661,0.0004965012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521882,0.0001633524,0.005927513,0.001842015,0.001931087,0.001274292,0.00002197993,0.00003444331,0.1366171],"genre_scores_gemma":[0.9988835,0.00001567147,0.0005410158,0.0001389692,0.0003543206,0.00004775382,0.00000210121,0.000007682982,0.000009001182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7739497,"threshold_uncertainty_score":0.5464194,"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."}}