{"id":"W4310703810","doi":"10.1111/nin.12542","title":"Interpretive description in applied mixed methods research: Exploring issues of fit, purpose, process, context, and design","year":2022,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Context (archaeology); Process (computing); Multimethodology; Research design; Psychology; Management science; Sociology; Computer science; Process management; Engineering ethics; Data science; Engineering; Geography; Pedagogy; Social science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.685369,0.002685481,0.004958731,0.01493792,0.01265636,0.0334027,0.008021975,0.007821386,0.003256632],"category_scores_gemma":[0.6680816,0.002520274,0.004255038,0.01637388,0.05290195,0.02373525,0.02153827,0.01092269,0.0009306303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636079,"about_ca_system_score_gemma":0.03919812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737249,"about_ca_topic_score_gemma":0.003998724,"domain_scores_codex":[0.1258279,0.8282901,0.02221033,0.005989396,0.0165033,0.00117909],"domain_scores_gemma":[0.1381838,0.7670221,0.0238642,0.04407975,0.02500573,0.001844561],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002574898,0.0002220796,0.003991434,0.01169248,0.0004989262,0.0006591248,0.3630576,0.001842036,0.001427326,0.4835637,0.004339201,0.1284487],"study_design_scores_gemma":[0.0003513761,0.0005987713,0.002050503,0.03041849,0.0004531301,0.0009398467,0.1302279,0.01079857,0.004600074,0.7146538,0.104516,0.0003915294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01337646,0.005390246,0.9346376,0.02004305,0.001486829,0.01110054,0.0002248725,0.0002629335,0.01347754],"genre_scores_gemma":[0.1226694,0.003055522,0.8317377,0.005855611,0.0004464004,0.03468007,0.0001843164,0.0002832382,0.00108769],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.314631,"threshold_uncertainty_score":0.3879961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8977166780419752,"score_gpt":0.7236117626404514,"score_spread":0.1741049154015238,"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."}}