{"id":"W1480058276","doi":"10.1111/hdi.12018","title":"Effects on caregiver burden of education related to home care in patients undergoing hemodialysis","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Daughter; Affect (linguistics); Dialysis; Family caregivers; Physical therapy; Sibling; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002304177,0.0002168569,0.0003258021,0.0008672916,0.00004596527,0.00002097955,0.0004011892,0.000162392,0.0004137994],"category_scores_gemma":[0.000185748,0.0002342862,0.0001795713,0.0005707452,0.00003490673,0.0001822052,0.0001145564,0.0001755352,0.0004153068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153035,"about_ca_system_score_gemma":0.00006174867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003794472,"about_ca_topic_score_gemma":0.00003360699,"domain_scores_codex":[0.9979984,0.0002362248,0.0004469804,0.000399086,0.0005896937,0.0003296851],"domain_scores_gemma":[0.9986824,0.0003631239,0.0002010778,0.0003815393,0.0002446401,0.0001272146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003683587,0.001085929,0.8476697,0.00008232286,0.0005407258,0.000004666378,0.06530545,0.001639295,0.0005762408,0.002659444,0.00277424,0.07729363],"study_design_scores_gemma":[0.003375105,0.0002375104,0.982008,0.0003129058,0.0001762882,0.000002301108,0.008254701,0.00004759438,0.003385752,0.0001897768,0.001511569,0.0004984469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673169,0.0001642667,0.00004665919,0.0001303307,0.005233548,0.0003632343,0.00002489266,0.00003476457,0.02668538],"genre_scores_gemma":[0.9979753,0.00000383337,0.0002022869,0.0002742444,0.0002754968,0.0001376075,0.0002472961,0.00003763665,0.0008462369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343383,"threshold_uncertainty_score":0.9553915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007851479716167594,"score_gpt":0.2817115946978366,"score_spread":0.273860114981669,"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."}}