{"id":"W3030728200","doi":"10.1177/1049732320920229","title":"Qualitative Research and Its Importance in Adapting Interventions","year":2020,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Saskatchewan; University of Alberta","funders":"","keywords":"Intervention (counseling); Psychological intervention; Qualitative research; Dementia; Adaptation (eye); Psychology; Process (computing); Conceptual framework; Population; Nursing; Applied psychology; Medicine; Computer science; Sociology; Disease","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","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06331154,0.0001857457,0.0006220632,0.0008382811,0.00209591,0.00003465166,0.0003330804,0.0001999361,0.0004044881],"category_scores_gemma":[0.01533127,0.0001780031,0.00007980759,0.003354238,0.0004499885,0.0002611847,0.0004042289,0.004268106,0.000514659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008410536,"about_ca_system_score_gemma":0.001645591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860181,"about_ca_topic_score_gemma":0.002573522,"domain_scores_codex":[0.9505233,0.04361834,0.00151018,0.0008192736,0.001506925,0.002021984],"domain_scores_gemma":[0.9746404,0.02180221,0.0002845491,0.0002835109,0.002147164,0.0008421423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003281749,0.0001164615,0.0008173569,0.002808589,0.00001622023,0.00001059764,0.9115036,4.221308e-7,0.00007483904,0.04623104,0.03653882,0.00155396],"study_design_scores_gemma":[0.001105835,0.001625581,0.00451067,0.001292621,0.000001498491,5.410025e-7,0.9679054,0.000112114,0.00001065622,0.01715056,0.006133085,0.0001514602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7592857,0.01462926,0.0002424945,0.2146883,0.0002528228,0.003842889,0.0001486024,0.0001111476,0.006798709],"genre_scores_gemma":[0.9940287,0.0008328113,0.0009770428,0.000787932,0.0003186312,0.0006468226,0.00004504983,0.00004861915,0.002314409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347429,"threshold_uncertainty_score":0.9992032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8998650155668858,"score_gpt":0.7734162352811207,"score_spread":0.1264487802857651,"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."}}