{"id":"W2749746703","doi":"10.1177/1609406917721068","title":"Using Qualitative Research for Complex Interventions","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Hermeneutics; Qualitative research; Health care; Intervention (counseling); Epistemology; Psychology; Sociology; Management science; Medicine; Nursing; Social science; Political science; Engineering; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04093498,0.0001624323,0.0004230386,0.000587161,0.0005011064,0.00024664,0.001379419,0.0001033236,0.0003906692],"category_scores_gemma":[0.005820164,0.0001469711,0.0006164348,0.00009125928,0.000670655,0.0003483281,0.0001084127,0.0005228904,0.00001352212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457864,"about_ca_system_score_gemma":0.0001240483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002883608,"about_ca_topic_score_gemma":0.00004091805,"domain_scores_codex":[0.9884134,0.009243359,0.001080223,0.000244839,0.0007044331,0.0003137546],"domain_scores_gemma":[0.9846206,0.008333406,0.001542368,0.0003525809,0.005040828,0.0001102661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001275979,0.0004368213,0.00009096267,0.00003039354,0.001882802,0.00002562388,0.7434187,0.00002720025,0.006289829,0.2112966,0.004506709,0.03071836],"study_design_scores_gemma":[0.002494833,0.0006385468,0.001811221,0.0002921247,0.00006882421,0.00006608661,0.6643124,0.0008688566,0.00003965424,0.3095253,0.01966195,0.0002201742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09451006,0.0005024076,0.8960068,0.002114352,0.004174129,0.0002301538,0.0001498058,0.000008422592,0.002303839],"genre_scores_gemma":[0.3537649,0.00004874215,0.6439556,0.0001582706,0.0007526046,0.00002033062,0.00001007553,0.0000303701,0.001259043],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2592549,"threshold_uncertainty_score":0.9875593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9563201230286392,"score_gpt":0.8186867104438206,"score_spread":0.1376334125848186,"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."}}