{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2056745,0.001800917,0.002235693,0.007343633,0.01090711,0.01196308,0.004044651,0.003946878,0.01180776],"category_scores_gemma":[0.1806686,0.001280369,0.001738503,0.006106813,0.02779013,0.01085794,0.01456653,0.006960074,0.001598416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158008,"about_ca_system_score_gemma":0.02677374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007254441,"about_ca_topic_score_gemma":0.01050231,"domain_scores_codex":[0.6688662,0.3053798,0.006569996,0.006249125,0.01033144,0.002603565],"domain_scores_gemma":[0.6932624,0.2615973,0.006810686,0.02290789,0.012977,0.002444726],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000158008,0.0002788143,0.001093926,0.007554271,0.000131784,0.0005555869,0.40396,0.001480997,0.001291326,0.4573262,0.01354565,0.1126234],"study_design_scores_gemma":[0.0003110178,0.0002848742,0.0009737574,0.02240987,0.00009777574,0.0005615579,0.2181545,0.002609637,0.001735938,0.4662381,0.2864624,0.0001605668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02833805,0.01971395,0.7358003,0.06151427,0.003435427,0.04474838,0.00193488,0.0007751853,0.1037396],"genre_scores_gemma":[0.1980958,0.007024238,0.6888785,0.01084519,0.0002435379,0.0883313,0.000487419,0.0002716148,0.005822432],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7943255,"threshold_uncertainty_score":0.9795448,"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."}}