{"id":"W1844085676","doi":"10.1080/08870446.2015.1050394","title":"Motivation-focused thinking: Buffering against stress-related physical symptoms and depressive symptomology","year":2015,"lang":"en","type":"article","venue":"Psychology and Health","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Depressive symptoms; Stress (linguistics); Clinical psychology; Depression (economics); Psychotherapist; Developmental psychology; Anxiety; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005156256,0.000206826,0.0001954779,0.0002323693,0.0002956892,0.0004929559,0.0002241625,0.0001880784,0.001554531],"category_scores_gemma":[0.001903209,0.0001278385,0.0002002499,0.0001301976,0.0002886268,0.0002104466,0.0004385206,0.0004877169,0.00007329502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421031,"about_ca_system_score_gemma":0.0007135923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577692,"about_ca_topic_score_gemma":0.003881203,"domain_scores_codex":[0.9998659,0.00004395394,0.000006041917,0.00002079451,0.00002346545,0.00003973582],"domain_scores_gemma":[0.99938,0.0001452525,0.0001919414,0.00003615115,0.00002934892,0.0002173445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009082076,0.004409573,0.8597836,0.0001769506,0.0002122674,0.0002013955,0.004105925,0.0002407288,0.009794233,0.0009577941,0.0004339723,0.1187753],"study_design_scores_gemma":[0.00004357489,0.0008099597,0.9962671,0.00002576707,0.00005655905,0.0001222766,0.0006987937,0.0002595746,0.0007559935,0.0004696233,0.0004852281,0.000005386924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992573,0.00007354869,0.00007185247,0.00003915163,0.000002613557,0.00001048465,0.00001087461,0.000001702939,0.0005325548],"genre_scores_gemma":[0.9994453,0.00006422298,0.000225476,0.00001765584,0.000003368813,0.00001009353,0.00001686554,6.701445e-7,0.0002163354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577692,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094800266780449,"score_gpt":0.3766918878124721,"score_spread":0.3157438851446676,"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."}}