{"id":"W2229914208","doi":"10.3928/0279-3695-20030301-11","title":"Boosting Strategies: Enhancing the Self-Esteem of Individuals With Catastrophic Illnesses and Injuries","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosocial Nursing and Mental Health Services","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Boosting (machine learning); Grounded theory; Psychology; Qualitative research; Social psychology; Medicine; Sociology; Social science","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":[0.007051248,0.0004065099,0.0003254653,0.0007740596,0.004612833,0.002024989,0.00084975,0.0008312078,0.001467174],"category_scores_gemma":[0.009875326,0.0002659532,0.000305026,0.0004172241,0.004761592,0.002168403,0.00361317,0.001733967,0.000167572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423939,"about_ca_system_score_gemma":0.002783637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416534,"about_ca_topic_score_gemma":0.003157746,"domain_scores_codex":[0.9953586,0.00365308,0.00008670409,0.00009423092,0.0003127037,0.0004946278],"domain_scores_gemma":[0.9957415,0.002821075,0.000375378,0.0001693315,0.0002198076,0.0006729377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003834016,0.0001782904,0.0060699,0.0001323046,0.000007320084,0.000492557,0.9667532,0.0000725604,0.0007162452,0.002653242,0.001028303,0.02185764],"study_design_scores_gemma":[0.00001111244,0.0001781263,0.00276056,0.0001434486,0.000008384849,0.0003754349,0.9850327,0.000153106,0.0005229962,0.001374717,0.009423601,0.00001584853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871995,0.0002580225,0.002822074,0.002357722,0.00004952587,0.0002220508,0.00002720541,0.00002032489,0.007043581],"genre_scores_gemma":[0.9959687,0.0002477669,0.002251356,0.0003535112,0.000008859692,0.000134976,0.00001219676,0.000005757342,0.001016736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007051248,"threshold_uncertainty_score":0.03729099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006567694315253309,"score_gpt":0.3167875563716711,"score_spread":0.3102198620564177,"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."}}