{"id":"W2150411782","doi":"10.1177/1049732304272914","title":"An Application of the Transactional Model to the Analysis of Chronic Illness Narratives","year":2005,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Coping (psychology); Transactional leadership; Transactional analysis; Psychology; Cognition; Narrative inquiry; Content analysis; Meaning (existential); Clinical psychology; Psychotherapist; Developmental psychology; Social psychology; Psychiatry; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007012102,0.0001178161,0.0003587561,0.0005891942,0.0004372247,0.000009113414,0.0006816664,0.00007205246,0.0006670579],"category_scores_gemma":[0.00002624151,0.00007244487,0.0002339456,0.003932752,0.000522733,0.0000921495,0.000007107626,0.0004436232,0.00002969032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807115,"about_ca_system_score_gemma":0.0003655776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021334,"about_ca_topic_score_gemma":0.005385933,"domain_scores_codex":[0.9924642,0.00492336,0.0006558513,0.0004182418,0.001161699,0.0003766831],"domain_scores_gemma":[0.9970074,0.001146552,0.0002290455,0.0008177623,0.0006749755,0.0001242476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005804241,0.001117365,0.0001429201,0.00005011205,0.001701209,3.557784e-8,0.5880631,0.1893309,0.00292693,0.1123104,0.001098233,0.1026783],"study_design_scores_gemma":[0.002621373,0.002252061,0.1168077,0.00009040597,0.0003448331,0.000002476293,0.3860599,0.4118527,0.002336717,0.03335653,0.04358987,0.000685559],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.249677,0.0008175843,0.6884042,0.05863839,0.00008893808,0.001141028,0.0003283666,0.00001673665,0.0008877102],"genre_scores_gemma":[0.9967346,0.0000406481,0.001386318,0.0005480959,0.00008944741,0.0004481793,0.00001807431,0.00001598261,0.0007186068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7470576,"threshold_uncertainty_score":0.7303816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2648788884579876,"score_gpt":0.6153827679779011,"score_spread":0.3505038795199135,"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."}}