{"id":"W2030447739","doi":"10.1177/153331750201700211","title":"Caregiving appraisal and interventions based on the progressively lowered stress threshold model","year":2002,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Psychology; Psychological intervention; Intervention (counseling); Gerontology; Clinical psychology; Scale (ratio); Perceived Stress Scale; Stress (linguistics); Psychiatry; 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":[0.0006764772,0.0003370754,0.0002534237,0.0004572719,0.0003386264,0.0002749701,0.0003365428,0.000280012,0.001203259],"category_scores_gemma":[0.002746305,0.0001261716,0.0003933796,0.0001324391,0.0002946929,0.0003352785,0.0007577337,0.0006090599,0.0001127592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919361,"about_ca_system_score_gemma":0.001197785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006909464,"about_ca_topic_score_gemma":0.001635055,"domain_scores_codex":[0.9994532,0.0003318702,0.00002375562,0.00003643482,0.00009869409,0.00005603649],"domain_scores_gemma":[0.9994413,0.000272483,0.00008775686,0.00002986651,0.00003580893,0.0001326507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004344411,0.03385337,0.02874778,0.001337652,0.000265394,0.0007081935,0.006048633,0.01396404,0.01868077,0.008078346,0.003216474,0.8807549],"study_design_scores_gemma":[0.0197141,0.1762144,0.5698513,0.002601262,0.00119197,0.003157443,0.009527944,0.09220539,0.02651657,0.05916732,0.03948383,0.0003684136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820288,0.0004670908,0.01067678,0.001652808,0.00008260083,0.0007746698,0.00003185244,0.00009861431,0.004186751],"genre_scores_gemma":[0.9873214,0.0005273002,0.01063752,0.0002724948,0.00003737198,0.0007441815,0.00002945808,0.000003460557,0.0004266839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001203259,"threshold_uncertainty_score":0.00402534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021192776795939,"score_gpt":0.3405848059604172,"score_spread":0.2903728781924578,"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."}}