{"id":"W2132859031","doi":"10.1111/j.1447-0349.2007.00466.x","title":"Role of psychological factors in studying recovery from a transactional stress‐coping approach: Implications for mental health nursing practices","year":2007,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coping (psychology); Transactional analysis; Stressor; Psychology; Mental health; Transactional leadership; Social psychology; Clinical psychology; Psychotherapist","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":[0.01449927,0.0005561734,0.0008306685,0.003362249,0.001664706,0.003543153,0.001023408,0.001094218,0.001784102],"category_scores_gemma":[0.01360269,0.0002593157,0.001015117,0.003931267,0.004769481,0.003366216,0.002755744,0.002241693,0.0001065914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828702,"about_ca_system_score_gemma":0.003560073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029663,"about_ca_topic_score_gemma":0.005720668,"domain_scores_codex":[0.9951396,0.003876493,0.000312397,0.000159518,0.0003205342,0.0001914533],"domain_scores_gemma":[0.9847282,0.01355513,0.0007150272,0.0001976241,0.0003295931,0.0004744371],"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":[0.0004090561,0.001134209,0.1971732,0.01104429,0.0005559832,0.004123452,0.2445908,0.001441144,0.003132265,0.07743858,0.002262427,0.4566946],"study_design_scores_gemma":[0.00006400216,0.001726171,0.4631028,0.009630643,0.000365292,0.005568588,0.4216918,0.002698044,0.001131463,0.06227349,0.03148441,0.0002632414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6216905,0.2858919,0.02466407,0.04225149,0.0016853,0.001576776,0.0002292086,0.00003950849,0.02197127],"genre_scores_gemma":[0.9018281,0.07386085,0.01896883,0.002333129,0.0005531387,0.001447935,0.00006834832,0.0000126624,0.0009270656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01449927,"threshold_uncertainty_score":0.07668036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3290639320389127,"score_gpt":0.5499223491700292,"score_spread":0.2208584171311165,"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."}}