{"id":"W2068643581","doi":"10.1038/ki.2008.163","title":"A new measure of ‘lay’ care-giver activities","year":2008,"lang":"en","type":"article","venue":"Kidney International","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Toronto Metropolitan University; Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Measure (data warehouse); Medicine; Psychology; Computer science; Data mining","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":[0.001721451,0.0004638568,0.0004639726,0.002962192,0.0008545919,0.001523379,0.0007567356,0.000785505,0.005927474],"category_scores_gemma":[0.009759496,0.0001861251,0.0008726253,0.001818104,0.0006987998,0.001545004,0.001576544,0.001307282,0.0007693457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465142,"about_ca_system_score_gemma":0.0008095294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922646,"about_ca_topic_score_gemma":0.009801992,"domain_scores_codex":[0.9977763,0.0006405013,0.0004096926,0.0001650028,0.0007872171,0.0002213726],"domain_scores_gemma":[0.9907041,0.002770991,0.002661137,0.0006621343,0.001773972,0.001427567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005455908,0.001288186,0.902395,0.000342824,0.0005471358,0.0001743758,0.005356363,0.0004248956,0.00186701,0.001979038,0.008191128,0.07688851],"study_design_scores_gemma":[0.00002485412,0.0002202899,0.992069,0.00003153505,0.00005470585,0.0002048901,0.001815771,0.0003611964,0.0002971084,0.0005214633,0.004372519,0.00002655064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322134,0.0008815817,0.005103301,0.001292954,0.0002630608,0.0004465833,0.004170829,0.0001201136,0.05550829],"genre_scores_gemma":[0.9858454,0.0003733577,0.006133977,0.0002219938,0.0001145235,0.0004436556,0.003068532,0.00002270036,0.003775882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005927474,"threshold_uncertainty_score":0.01982939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222591403097686,"score_gpt":0.2897358331297114,"score_spread":0.2674766928199427,"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."}}