{"id":"W4319298205","doi":"10.3390/healthcare11040460","title":"The Effect of a Nurse-Led Family Involvement Program on Anxiety and Depression in Patients with Advanced-Stage Hepatocellular Carcinoma","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Family Support in Illness","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Faculty of Medicine, Prince of Songkla University; Prince of Songkla University","keywords":"Anxiety; Depression (economics); Medicine; Hospital Anxiety and Depression Scale; Mann–Whitney U test; Distress; Family support; Family medicine; Nursing; Psychiatry; Clinical psychology; Physical therapy; Internal medicine","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":[0.0007097807,0.0002265233,0.0003530254,0.0001741743,0.0005644046,0.0002141059,0.0002507324,0.0003299693,0.001514463],"category_scores_gemma":[0.001786963,0.0001385089,0.000468333,0.00009374277,0.0002284575,0.0002384915,0.0004273602,0.0004752807,0.00008646031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454573,"about_ca_system_score_gemma":0.0007596416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198074,"about_ca_topic_score_gemma":0.003022476,"domain_scores_codex":[0.9995207,0.0002794912,0.00003222692,0.0000361838,0.00004253706,0.00008895669],"domain_scores_gemma":[0.9991753,0.0002318462,0.00009308291,0.00004003023,0.00005258879,0.0004071961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08482822,0.3803948,0.1268059,0.001433827,0.000613322,0.0006596181,0.005965633,0.0009204209,0.01105684,0.0002087792,0.001007132,0.3861055],"study_design_scores_gemma":[0.02140404,0.4868982,0.4810311,0.0001886553,0.0004584065,0.0002268872,0.003716,0.001119429,0.002809118,0.0001268504,0.001967438,0.00005387441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995787,0.00007332899,0.0000204371,0.00004006606,0.0000132248,0.00009446064,0.000005981511,0.000001530594,0.0001723395],"genre_scores_gemma":[0.9991541,0.0001286481,0.0002269258,0.00004043717,0.00001830846,0.0002056469,0.00001912798,3.404417e-7,0.0002063748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001514463,"threshold_uncertainty_score":0.005066395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486375414306868,"score_gpt":0.3006846857039467,"score_spread":0.285820931560878,"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."}}